{"id":"W3203890754","doi":"10.2139/ssrn.3585419","title":"Occupational Health and Safety Challenges from Employment-Related Geographical Mobility Among Canadian Seafarers on the Great Lakes and St. Lawrence Seaway.","year":2019,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Maritime Navigation and Safety","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Geography; Environmental health; Occupational safety and health; Business; Environmental planning; Economic geography; Political science; Medicine; Law","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.001013943,0.0001538902,0.0001711057,0.00008358972,0.0002785706,0.00004773578,0.0001142052,0.000100837,0.0001731763],"category_scores_gemma":[0.00002293304,0.0001198583,0.00004471343,0.0001049848,0.00008060074,0.0001150404,0.00001543256,0.001294832,0.000007586696],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004956584,"about_ca_system_score_gemma":0.0007406698,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.007190862,"about_ca_topic_score_gemma":0.2105328,"domain_scores_codex":[0.9982269,0.0001235169,0.0002415156,0.0002023903,0.0002134758,0.0009922489],"domain_scores_gemma":[0.999326,0.0001418362,0.00004795904,0.0001510156,0.00003569133,0.0002975112],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001849427,0.00005859678,0.682462,0.00005609095,0.0006855163,0.000004800362,0.001577003,0.001810009,0.00001991189,0.2326563,0.0002729029,0.08021198],"study_design_scores_gemma":[0.00145935,0.000395756,0.942911,0.0001171677,0.00002404005,0.0000782471,0.002306882,0.01229888,0.000004699435,0.03595142,0.004049806,0.0004027359],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9900624,0.004618913,0.0000532017,0.003773369,0.0001096459,0.0002406822,0.00005781471,0.00004737736,0.001036594],"genre_scores_gemma":[0.9875203,0.01208549,0.000007017387,0.0001960636,0.00003592666,0.000004741029,0.00004040966,0.00001551617,0.0000945702],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.260449,"threshold_uncertainty_score":0.9994203,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007866745784054488,"score_gpt":0.2140623773408916,"score_spread":0.2061956315568371,"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."}}