{"id":"W4309855151","doi":"10.3390/su142315630","title":"Maritime Autonomous Surface Ships: Problems and Challenges Facing the Regulatory Process","year":2022,"lang":"en","type":"article","venue":"Sustainability","topic":"Maritime Navigation and Safety","field":"Engineering","cited_by":50,"is_retracted":false,"has_abstract":true,"ca_institutions":"Cegep de Sept Iles; Université du Québec à Rimouski","funders":"","keywords":"Software deployment; Process (computing); Maritime industry; Position (finance); Sustainable development; Risk analysis (engineering); Business; Element (criminal law); Process management; Computer science; Political science; Commerce; Law","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.03371089,0.0004299628,0.0005792152,0.001424957,0.007570546,0.01800758,0.003243875,0.01074739,0.00443265],"category_scores_gemma":[0.02525868,0.0004503505,0.0006074129,0.001909627,0.01597722,0.009332157,0.005926885,0.008866769,0.00169164],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006491562,"about_ca_system_score_gemma":0.02638914,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009657091,"about_ca_topic_score_gemma":0.008861017,"domain_scores_codex":[0.9824308,0.006840742,0.0007321317,0.001918979,0.00643745,0.001639922],"domain_scores_gemma":[0.9755793,0.01323912,0.002294755,0.00143658,0.005568472,0.001881811],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003620081,0.0001710086,0.003749531,0.0006531599,0.00002932675,0.001123209,0.01151522,0.005490714,0.001618005,0.7784393,0.03324375,0.1639306],"study_design_scores_gemma":[0.00002160005,0.0001091036,0.004041806,0.001413908,0.00001648898,0.0007880963,0.0384273,0.003901849,0.0009720647,0.4607292,0.4894412,0.0001374672],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.06956051,0.02810784,0.07861895,0.6636601,0.003161602,0.0004077873,0.0001482465,0.0003018662,0.1560331],"genre_scores_gemma":[0.8363403,0.02622502,0.05811569,0.03314437,0.002445499,0.0004995156,0.0001554554,0.0001966195,0.04287751],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03371089,"threshold_uncertainty_score":0.1782824,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01473869961095553,"score_gpt":0.2204336589057152,"score_spread":0.2056949592947596,"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."}}