{"id":"W2052526247","doi":"10.1002/nvsm.322","title":"Enhancing occupational health and safety in young workers: the role of social marketing","year":2007,"lang":"en","type":"article","venue":"International Journal of Nonprofit and Voluntary Sector Marketing","topic":"Occupational Health and Safety Research","field":"Health Professions","cited_by":37,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Lethbridge; University of Regina","funders":"","keywords":"Social marketing; Workplace safety; Occupational safety and health; Marketing; Business; Work (physics); Social work; Public relations; Medicine; Political science; Engineering; Economic growth; Economics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02134555,0.0001397014,0.0003208318,0.000365333,0.0005900629,0.00001726154,0.0002550201,0.0001141562,0.000209594],"category_scores_gemma":[0.001855071,0.0001094341,0.0000746261,0.0002250742,0.0001047555,0.0002525545,0.0001716446,0.0009381867,0.000001600356],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003543909,"about_ca_system_score_gemma":0.0008750082,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001000984,"about_ca_topic_score_gemma":0.002415998,"domain_scores_codex":[0.9956658,0.001213837,0.001582256,0.0001806493,0.000845232,0.000512207],"domain_scores_gemma":[0.9919576,0.006077494,0.001019466,0.00006825123,0.0006874528,0.0001897431],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.009106271,0.00003110064,0.9462519,0.0001738076,0.00005410515,0.000007159668,0.003005885,0.000001534567,0.0002711936,0.0001872345,0.00008504192,0.0408248],"study_design_scores_gemma":[0.001097022,0.00007325556,0.9838604,0.0008393872,0.000005272906,0.00003725442,0.01187057,0.0002431693,0.00001612789,0.0001496312,0.00172294,0.00008498584],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9917735,0.001760964,0.0002509263,0.002156556,0.0007780087,0.0003756817,0.00002955377,0.000006397563,0.002868453],"genre_scores_gemma":[0.9967048,0.0003605586,0.001158408,0.0003753128,0.001281544,0.000006136951,0.00001868352,0.00001581479,0.00007871199],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04073981,"threshold_uncertainty_score":0.7397983,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02807420543345757,"score_gpt":0.4002955915258609,"score_spread":0.3722213860924034,"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."}}