{"id":"W4379011823","doi":"10.1163/22116001-03701021","title":"Legal, Ethical and Industry Issues and Developments regarding Maritime Autonomous Surface Ships","year":2023,"lang":"en","type":"article","venue":"Ocean Yearbook Online","topic":"Law, logistics, and international trade","field":"Business, Management and Accounting","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Crew; Ethical issues; Work (physics); Accountability; Business; Maritime industry; Law; Political science; Engineering ethics; Public relations; Engineering; International trade; Aeronautics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01265377,0.000232279,0.0002026031,0.001997431,0.0089313,0.01464946,0.001199755,0.007145326,0.005507249],"category_scores_gemma":[0.01836322,0.000260608,0.0002788409,0.00271204,0.01552474,0.00519751,0.003448582,0.006378322,0.0006739631],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01245693,"about_ca_system_score_gemma":0.01991836,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07234789,"about_ca_topic_score_gemma":0.1043185,"domain_scores_codex":[0.9902797,0.003791719,0.0003929007,0.0004388687,0.003886047,0.00121085],"domain_scores_gemma":[0.96871,0.01948593,0.002035851,0.0008081305,0.006971024,0.001988991],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001518754,0.00006328931,0.002619192,0.0002452819,0.000004691053,0.001547382,0.03185478,0.00059744,0.0009225933,0.7516353,0.1449112,0.06558368],"study_design_scores_gemma":[0.000003180759,0.00002684898,0.004116,0.0006897484,0.000004630625,0.0004728771,0.03065782,0.0003102923,0.0003825681,0.03588537,0.9274167,0.0000340096],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.05533632,0.03293155,0.003231475,0.4663054,0.004124561,0.0000893898,0.0001147923,0.00008836472,0.4377782],"genre_scores_gemma":[0.6997783,0.03759977,0.006118432,0.09339211,0.004443713,0.00009360361,0.0001869732,0.0000890773,0.1582981],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.07234789,"threshold_uncertainty_score":0.1438535,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04453186244941704,"score_gpt":0.2851946229919687,"score_spread":0.2406627605425516,"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."}}