{"id":"W3048414606","doi":"10.1007/978-3-030-44975-9_10","title":"Mapping the Maritime Occupational Health and Safety Challenges Faced by Canadian Seafarers","year":2020,"lang":"en","type":"book-chapter","venue":"Springer polar sciences","topic":"Maritime Navigation and Safety","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University; Memorial University of Newfoundland","funders":"Social Sciences and Humanities Research Council of Canada; Ocean Frontier Institute","keywords":"Occupational safety and health; Maritime safety; Work (physics); The arctic; Maritime industry; Arctic; Climate change; Business; Political science; Environmental planning; Engineering; Geography; Law; International trade","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.0009865147,0.0004496548,0.0002670191,0.004497859,0.01184389,0.007378167,0.001600594,0.001538524,0.008848806],"category_scores_gemma":[0.001991306,0.0002684342,0.0003373303,0.01192208,0.002341404,0.001741919,0.001653871,0.00116744,0.0008267857],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.07212505,"about_ca_system_score_gemma":0.1001037,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9846703,"about_ca_topic_score_gemma":0.9956563,"domain_scores_codex":[0.9985046,0.00009035786,0.00002658587,0.0001061036,0.0008874672,0.0003849064],"domain_scores_gemma":[0.9989329,0.000242281,0.00006402822,0.00001890259,0.0005911776,0.0001507646],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00003232661,0.00004352477,0.02728677,0.001850969,0.00002135116,0.002331778,0.2226748,0.001271111,0.001729871,0.06264206,0.2417551,0.4383604],"study_design_scores_gemma":[0.00000181851,0.00001292399,0.0434959,0.001042749,0.00001460337,0.0004020733,0.2024425,0.0002858578,0.0003002832,0.001729636,0.7502322,0.00003944749],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2562362,0.06472376,0.00221584,0.04712502,0.001094913,0.0002594098,0.003708647,0.0001478012,0.6244884],"genre_scores_gemma":[0.6400961,0.1098564,0.007000381,0.006058804,0.0002076381,0.0001760216,0.003821799,0.0001393524,0.2326436],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.07212505,"threshold_uncertainty_score":0.5233064,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03683084098849156,"score_gpt":0.2289726300520906,"score_spread":0.1921417890635991,"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."}}