{"id":"W2790556438","doi":"10.3390/safety4010005","title":"Development of a Preliminary Model for Evaluating Occupational Health and Safety Risk Management Maturity in Small and Medium-Sized Enterprises","year":2018,"lang":"en","type":"article","venue":"Safety","topic":"Occupational Health and Safety Research","field":"Health Professions","cited_by":57,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Trois-Rivières","funders":"Natural Sciences and Engineering Research Council of Canada; Université du Québec à Trois-Rivières","keywords":"Maturity (psychological); Risk analysis (engineering); Work (physics); Occupational safety and health; Capability Maturity Model; Risk management; Small and medium-sized enterprises; Risk assessment; Business; Process management; Safety culture; Operations management; Engineering; Computer science","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006433937,0.001267769,0.0007868966,0.008301339,0.001168022,0.006406291,0.001752181,0.00170318,0.004577179],"category_scores_gemma":[0.01807328,0.0005044263,0.001898473,0.004972684,0.001486955,0.005741921,0.002867053,0.001204792,0.0008138128],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005775368,"about_ca_system_score_gemma":0.006587597,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0132813,"about_ca_topic_score_gemma":0.01066805,"domain_scores_codex":[0.9966054,0.001712819,0.0003811001,0.0004263182,0.0005702067,0.0003040348],"domain_scores_gemma":[0.9846296,0.009497261,0.001758127,0.0004002181,0.003154581,0.0005602515],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0006432467,0.001179039,0.2157815,0.002990913,0.0007223804,0.001071816,0.01553543,0.1602626,0.004706739,0.4027229,0.008679186,0.1857043],"study_design_scores_gemma":[0.0001597769,0.001583048,0.08278582,0.00240853,0.0008887094,0.0006452624,0.02328138,0.6813592,0.004184618,0.1702716,0.03210808,0.0003239103],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.3344924,0.002025014,0.5536423,0.009014165,0.0001414491,0.0040354,0.005420171,0.001319185,0.08990991],"genre_scores_gemma":[0.8274364,0.0008290124,0.1651697,0.0001382191,0.00001630247,0.002229193,0.001712715,0.00003223533,0.002436282],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.0132813,"threshold_uncertainty_score":0.04190338,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1415056870944655,"score_gpt":0.4841115374969266,"score_spread":0.3426058504024611,"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."}}