{"id":"W4323064449","doi":"10.1007/978-3-031-24740-8_17","title":"Selected Industry Issues Regarding Autonomous Vessels: The Canadian Perspective","year":2023,"lang":"en","type":"book-chapter","venue":"Studies in national governance and emerging technologies","topic":"Law, logistics, and international trade","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Autonomy; Maritime industry; Wonder; Process (computing); Engineering; Political science; Business; International trade; Law; Computer science; Psychology","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":[0.0003035409,0.0002912537,0.0003181841,0.000393843,0.000519423,0.0001522428,0.0004657895,0.000414152,0.00001828161],"category_scores_gemma":[0.002871792,0.000238354,0.00005527106,0.0002883871,0.001082253,0.0003310833,0.0004110577,0.0008847082,0.0000444709],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008770217,"about_ca_system_score_gemma":0.0001575619,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01624776,"about_ca_topic_score_gemma":0.07880998,"domain_scores_codex":[0.9984792,0.00000319194,0.0002992028,0.000426408,0.0004905663,0.0003013802],"domain_scores_gemma":[0.9985637,0.0001435657,0.0003060034,0.0001589897,0.0008215932,0.000006149302],"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":[0.000004440815,0.000002872689,0.000500377,0.00004699838,0.0001831746,0.00003108445,0.0001456077,0.00005727844,5.660104e-7,0.9535897,0.04489135,0.0005465691],"study_design_scores_gemma":[0.0001477772,0.000006585095,0.001367189,0.0004203258,0.00003304475,0.000003954504,0.00330492,0.0002227078,0.000004075835,0.6679175,0.3262536,0.0003182768],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0006285465,0.01878621,0.000005742495,0.08906412,0.002105667,0.0005140104,0.0001337901,0.001182951,0.887579],"genre_scores_gemma":[0.7538318,0.02105417,0.0001452235,0.001306462,0.002230684,0.0001270918,0.00005137906,0.0001090526,0.2211441],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.7532033,"threshold_uncertainty_score":0.9903032,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06867432497391636,"score_gpt":0.3048604106837611,"score_spread":0.2361860857098448,"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."}}