{"id":"W2378526054","doi":"","title":"Management and Enlightenment on Laboratory Safety and Environmental Protection of National Research Council in Canada","year":2011,"lang":"en","type":"article","venue":"Research and Exploration in Laboratory","topic":"Chemical Safety and Risk Management","field":"Chemical Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"China; Engineering; Management system; Enlightenment; Laboratory safety; Engineering management; Environmental management system; Safety culture; Environmental safety; Business; Management; Operations management; Political science; Environmental health; Medicine; Law","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006978577,0.0003281595,0.0001883549,0.002145355,0.009498724,0.003914489,0.001773375,0.001792118,0.01056264],"category_scores_gemma":[0.007161697,0.0004203283,0.0002840168,0.001776753,0.002118309,0.001218857,0.002125492,0.003237093,0.0008339337],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.09180606,"about_ca_system_score_gemma":0.3176534,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9760194,"about_ca_topic_score_gemma":0.9885871,"domain_scores_codex":[0.9920604,0.0006965595,0.0002025334,0.0004025033,0.004107713,0.002530134],"domain_scores_gemma":[0.9754598,0.0009071064,0.0006648097,0.0003548936,0.01311386,0.009499457],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002509022,0.0007030439,0.04654989,0.0005295746,0.00004112744,0.002132032,0.01220146,0.001716166,0.009676631,0.07273871,0.5836065,0.2698539],"study_design_scores_gemma":[0.0000134975,0.00004906145,0.05117442,0.0001032237,0.000008874265,0.00009568234,0.003612519,0.0005465614,0.001477442,0.0007380074,0.9421314,0.00004933184],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2160106,0.0170284,0.006438196,0.3828407,0.003134767,0.0009296863,0.002013947,0.0005962597,0.3710074],"genre_scores_gemma":[0.3579741,0.01088322,0.006110474,0.02395005,0.000384399,0.0001031418,0.0009070546,0.0001137704,0.5995738],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9081939,"threshold_uncertainty_score":0.6661027,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.100176698803171,"score_gpt":0.2695086964730994,"score_spread":0.1693319976699284,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}