{"id":"W2391742040","doi":"","title":"Analysis on educational level of Chinese coal miner and its impact on safety","year":2012,"lang":"en","type":"article","venue":"Journal of Safety Science and Technology","topic":"Safety and Risk Management","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Coal mining; Coal; Causation; China; Engineering; Questionnaire; Mining engineering; Operations management; Business; Waste management; Political science; Law; Sociology; Social science","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00139832,0.0001369235,0.0003128068,0.002079677,0.000227528,0.00003519273,0.0002989693,0.00007095866,0.0001032609],"category_scores_gemma":[0.0003595065,0.0000842398,0.00008163621,0.002592157,0.0003407829,0.0009699844,0.0001533668,0.0001794831,0.00001117718],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005465423,"about_ca_system_score_gemma":0.00006602703,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002770397,"about_ca_topic_score_gemma":0.000009496537,"domain_scores_codex":[0.9987368,0.000006415852,0.000382153,0.0001576143,0.0004549488,0.0002620422],"domain_scores_gemma":[0.9988748,0.00008005064,0.0004867896,0.0001481515,0.0003757549,0.00003446077],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004829773,0.0005018801,0.8419619,0.0000520436,0.0003438888,0.000004510263,0.00009991289,0.0006364825,0.001394121,0.1304137,0.0005186176,0.02358994],"study_design_scores_gemma":[0.0004676575,0.0001006005,0.9911536,0.00003127374,0.000156079,0.0000185323,0.0001580446,0.0008323038,0.00008515044,0.00329339,0.003588833,0.0001145286],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9840562,0.0003633254,0.000128928,0.01108955,0.0002586036,0.00008739507,0.000006795778,0.000009183896,0.003999977],"genre_scores_gemma":[0.9989254,0.0002039949,0.0001184644,0.0003594259,0.0002957876,8.43482e-7,0.000001647034,0.000004712146,0.00008969705],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1491917,"threshold_uncertainty_score":0.3435199,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02197455879468505,"score_gpt":0.2985938654013258,"score_spread":0.2766193066066407,"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."}}