{"id":"W2167513374","doi":"10.24095/hpcdp.31.3.03","title":"Patterns of fatal machine rollovers in Canadian agriculture","year":2011,"lang":"en","type":"article","venue":"Chronic diseases and injuries in Canada","topic":"Agriculture and Farm Safety","field":"Agricultural and Biological Sciences","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University; Kingston General Hospital","funders":"Agriculture and Agri-Food Canada","keywords":"Rollover (web design); Towing; Aeronautics; Forensic engineering; Engineering; Computer science; Automotive engineering","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00003572924,0.0001195553,0.0001699889,0.00001306192,0.00004617127,0.000007512584,0.0001481271,0.00003885822,0.0004053122],"category_scores_gemma":[0.000005232089,0.00004542579,0.00003191862,0.0001778987,0.00002896295,0.00008437361,0.00003917461,0.00008654346,4.988482e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004185569,"about_ca_system_score_gemma":0.0003908784,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9993351,"about_ca_topic_score_gemma":0.9999765,"domain_scores_codex":[0.9991814,0.00002408548,0.0001899732,0.0001786753,0.0001108539,0.000315034],"domain_scores_gemma":[0.9996454,0.00002361274,0.0000468032,0.00003969233,0.00001661883,0.000227878],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002419386,0.00002785351,0.9837345,0.00002207374,0.000008479863,0.00003690257,0.00009231448,0.000003445776,0.0002331581,0.0005042171,0.000711748,0.01460114],"study_design_scores_gemma":[0.0001442156,0.00008207927,0.9847969,0.00002843184,0.000006985236,0.000001350829,0.0007467673,0.00001199465,0.00009826776,0.00004737627,0.01390246,0.0001331055],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9952495,0.002003492,9.145354e-8,0.0001880518,0.00009538945,0.0001137576,0.001087062,0.000004161767,0.001258565],"genre_scores_gemma":[0.9993039,0.0002940893,0.000002193691,0.0001751788,0.00005094868,0.000007550115,0.0001235919,6.225117e-7,0.0000418947],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01446804,"threshold_uncertainty_score":0.4437885,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00562044593132233,"score_gpt":0.1726020891093902,"score_spread":0.1669816431780679,"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."}}