{"schema_version":1,"experiment_id":"eoa_inverse_innovation_exp09_archetype_breadth150_20260804","research_id":"eoa_inverse_innovation_exp09_light_prior_art_20260804","cell_id":"authority_mentor_relationship_anchoring__chemistry_materials","search_lanes":{"direct_problem_and_intervention":{"queries":["exothermic resin scale-up operator training tacit knowledge mentoring temperature viscosity cooling escalation","thermoset resin runaway reaction scale-up safety training case study","site:csb.gov resin kettle runaway reaction cooling temperature operator training report"],"source_ids":["SRC1","SRC2","SRC3"],"no_result_note":"No exact source was found for the complete thermoset-resin-specific, two-mentor, independently assessed intervention; this phrase miss is not treated as evidence of novelty."},"synonyms_and_historical_terms":{"queries":["chemical process operator apprenticeship cognitive apprenticeship tacit knowledge process safety","journeyman mentoring abnormal situation management chemical operator training near miss debrief","process safety management mentoring subjects convey methods formalized mentoring"],"source_ids":["SRC1","SRC3","SRC4"],"no_result_note":null},"products_practices_and_standards":{"queries":["OSHA 1910.119 training operating limits deviation emergency shutdown authority","CCPS process safety competency mentoring on the job training abnormal situations","process safety competency development mentoring young operators"],"source_ids":["SRC2","SRC3"],"no_result_note":null},"component_combination":{"queries":["process safety training simulation mentoring second mentor independent assessment stop work authority","chemical operator historical incident scenario debrief tacit knowledge safety culture","cognitive apprenticeship modeling coaching scaffolding articulation reflection progressive autonomy"],"source_ids":["SRC1","SRC3","SRC4"],"no_result_note":"The component search found established process-safety mentoring and cognitive-apprenticeship methods, but not an opened source specifying the proposal's entire consent, second-anchor, reassignment, and independent-qualification governance bundle."}},"sources":[{"source_id":"SRC1","title":"Morton International, Inc. Runaway Chemical Reaction Investigation Report","publisher":"U.S. Chemical Safety and Hazard Investigation Board","url":"https://www.csb.gov/assets/1/20/morton_report.pdf","source_type":"OFFICIAL_GUIDANCE","claims_supported":["In an exothermic batch process, incomplete batch instructions left operators using different personal techniques for heating and switching to cooling.","New operators learned on the job from experienced operators, but infrequent batches made that training infrequent, and each operator used personal experience as a guide.","Operators were not trained to understand the runaway hazard or respond appropriately; prior high temperatures were treated as quality rather than safety concerns.","Scale-up to a larger kettle reduced heat-transfer area per gallon, while the batch documentation was not updated and management-of-change review was not used.","During the incident, personnel remained beside the kettle despite rising temperature, ineffective cooling, vessel agitation, relief-device activation, and other escalating warnings."]},{"source_id":"SRC2","title":"29 CFR 1910.119 — Process Safety Management of Highly Hazardous Chemicals","publisher":"Occupational Safety and Health Administration","url":"https://www.osha.gov/laws-regs/regulations/standardnumber/1910/1910.119","source_type":"OFFICIAL_STANDARD","claims_supported":["For covered processes, written procedures must address operating limits, consequences of deviation, corrective steps, emergency shutdown conditions, and assignment of shutdown responsibility to qualified operators.","Operators must be trained in the process, procedures, hazards, emergency operations including shutdown, and applicable safe work practices.","Employers must ascertain and document that required training was understood.","The standard preserves formal organizational responsibility for procedures, qualification, emergency operations, and process changes rather than assigning that authority to an informal mentor."]},{"source_id":"SRC3","title":"Process Safety Management Mentoring: Subjects to Convey and the Methods for Conveying","publisher":"American Institute of Chemical Engineers","url":"https://www.aiche.org/conferences/videos/conference-presentations/process-safety-management-mentoring-subjects-convey-and-methods-conveying","source_type":"TRADE_PROFESSIONAL","claims_supported":["A 2012 process-safety conference presentation describes a formalized mentoring program for young professionals who lack experience identifying and mitigating process hazards.","The presentation states that high-level process-safety competency cannot be achieved through training sessions alone and requires work experience and productive time in the role.","It expressly presents formal mentoring as a way to increase competency and enhance organizational process-safety culture.","This is direct prior art for the proposal's central use of a formal mentor relationship to transmit process-safety competence and culture beyond classroom training."]},{"source_id":"SRC4","title":"Cognitive Apprenticeship: Teaching the Craft of Reading, Writing, and Mathematics","publisher":"Center for the Study of Reading, University of Illinois at Urbana-Champaign","url":"https://files.eric.ed.gov/fulltext/ED284181.pdf","source_type":"PRIMARY_RESEARCH","claims_supported":["The original cognitive-apprenticeship account is designed to expose tacit expert processes so learners can observe, enact, practice, discuss, and correct them with expert help.","It uses guided experience, expert-novice comparison, reflection, dialogue, deliberately sequenced tasks, increasing complexity, and application across diverse settings.","These established methods closely match the proposal's expert walkthroughs, structured debriefs, corrective practice, transfer cases, and progressive autonomy."]}],"problem_evidence":{"status":"PARTLY_SUPPORTED","finding":"The core problem is directly visible in an analogous exothermic batch scale-up: incomplete instructions, reduced cooling margin after scale-up, inconsistent experience-based operation, inadequate hazard training, weak interpretation of temperature excursions, and failure to withdraw during escalation. OSHA independently confirms that deviation consequences, corrective actions, emergency shutdown, training, and verification are safety-critical governance requirements. The retained evidence does not establish how prevalent this gap is among SOP-trained novices specifically scaling thermoset resins or validate viscosity and feed-response cues in that population.","source_ids":["SRC1","SRC2"]},"closest_prior_art":[{"name":"Formalized process-safety management mentoring","source_ids":["SRC3"],"overlap":"It directly proposes formal mentoring for inexperienced professionals because classroom training alone does not produce high-level process-safety competency, and it links mentoring to hazard recognition and safety culture.","remaining_difference":"The opened description does not specify thermoset-resin cases, structured separation of rules from mentor style, protected reassignment, a confidential second mentor, or qualification by an assessor independent of the mentor."},{"name":"Cognitive apprenticeship","source_ids":["SRC4"],"overlap":"Tacit expert reasoning is externalized through observation, guided practice, dialogue, reflection, correction, sequenced complexity, and transfer across contexts—substantially covering the proposal's instructional mechanism.","remaining_difference":"It does not itself supply process-safety authority boundaries, non-retaliation protections, mentor-plurality controls, EHS escalation, or independent operating qualification."},{"name":"Experienced-operator on-the-job training in exothermic batch operation","source_ids":["SRC1"],"overlap":"Novices learning from experienced operators during actual batches is an existing domain practice and directly anticipates mentor-based exposure to local operating judgment.","remaining_difference":"The documented practice was incidental, infrequent, inconsistent, and insufficiently governed—the deficiencies the proposal seeks to correct."},{"name":"PSM procedures, training, and competency verification","source_ids":["SRC2"],"overlap":"Formal procedures already must define limits, deviation consequences, corrective actions, emergency shutdown, and responsible qualified operators; training must be understood and documented.","remaining_difference":"The standard establishes mandatory controls and authority but does not prescribe a longitudinal mentor relationship for making tacit interpretation and safety-culture norms discussable."}],"prior_art_disposition":"SUBSTANTIAL_COLLISION","contrastive_claim_remaining":"Beyond established formal process-safety mentoring and cognitive apprenticeship, adding the specific governance bundle—consent and reassignment, explicit separation of validated limits from mentor style, protected access to a second qualified mentor, and qualification by an independent assessor—causes better cross-mentor transfer and more appropriate challenge behavior on unfamiliar ambiguous exothermic-batch cases than an otherwise content-, practice-, feedback-, and contact-time-matched single-mentor program.","contrastive_claim_falsifier":"The remaining claim is falsified if a matched comparison shows no practically meaningful improvement in blinded unfamiliar-case reasoning, cross-mentor agreement, uncertainty articulation, or challenge behavior; it is also falsified if the governed arm increases mentor mimicry, coerced agreement, reluctance to report concerns, or unsupported folklore.","gates":{"adequate_source_search":{"status":"PASS","rationale":"The bounded search covered direct resin and exothermic-scale-up terms, abnormal-situation and apprenticeship terminology, formal process-safety mentoring, regulatory training requirements, and combinations of mentoring, debrief, transfer, and independent assessment. Exactly four opened sources from four publishers include two official governmental sources and an original research report.","source_ids":["SRC1","SRC2","SRC3","SRC4"]},"supported_problem":{"status":"PASS","rationale":"An official investigation directly documents the underlying judgment-and-training failure in an analogous scaled exothermic batch process, while the thermoset-resin-specific prevalence and full cue set remain unverified; PARTLY_SUPPORTED is therefore sufficient and appropriately bounded.","source_ids":["SRC1","SRC2"]},"distinct_testable_claim":{"status":"PASS","rationale":"The broad mentoring mechanism substantially collides with prior art, but the incremental effect of the second-anchor, consent, style-separation, and independent-authority bundle can be tested against a closely matched single-mentor cognitive-apprenticeship comparator.","source_ids":["SRC2","SRC3","SRC4"]},"bounded_next_test":{"status":"PASS","rationale":"A nonhazardous feasibility probe using de-identified traces and simulator cases can compare matched single-mentor and governed two-anchor conditions, use a prewritten rubric and blinded independent scoring, inspect mentor-specific guidance, collect private safety feedback, and stop without live-process progression. Four trainees can test feasibility and expose obvious failure modes, though not estimate effectiveness reliably.","source_ids":["SRC1","SRC2","SRC3","SRC4"]},"no_obvious_safety_or_authority_stop":{"status":"PASS","rationale":"The proposed first step is records- and simulator-based, grants no operating authority, and leaves recipes, limits, interlocks, emergency rules, live participation, confidentiality, and qualification under existing process-owner and EHS governance. The investigation evidence reinforces the need to prevent mentoring from substituting for validated procedures, engineering controls, or formal hazard analysis.","source_ids":["SRC1","SRC2"]}},"screen_survival":false,"world_novelty_boundary":"This bounded four-source screen cannot establish world novelty, patentability, market size, expert acceptance, or realized value. It found direct prior art for formal process-safety mentoring, established cognitive-apprenticeship mechanisms, existing experienced-operator training, and mandatory PSM training and authority controls. The narrower governance bundle was not found as a complete package in the opened sources, but that absence is not evidence that it is novel."}