{"id":"W4226220173","doi":"10.5750/ijme.v162ia2.1129","title":"INTEGRATED ACCIDENT MODEL FOR MARINE CONVOY TRAFFIC IN ICE- COVERED WATERS","year":2021,"lang":"en","type":"article","venue":"The International Journal of Maritime Engineering","topic":"Maritime Navigation and Safety","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Crew; Aeronautics; Risk assessment; Risk analysis (engineering); Engineering; Computer science; Operations research; Transport engineering; Computer security; Business","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":[0.001071686,0.001344139,0.001301042,0.001333832,0.0007620081,0.001616782,0.002500409,0.002104235,0.00779231],"category_scores_gemma":[0.002113747,0.0006012585,0.001825113,0.0008669862,0.0006853095,0.000705339,0.001148422,0.001733421,0.0008513915],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00196735,"about_ca_system_score_gemma":0.001993564,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08199859,"about_ca_topic_score_gemma":0.03895603,"domain_scores_codex":[0.9993787,0.0001625527,0.00002902488,0.0001424004,0.0001074929,0.0001797957],"domain_scores_gemma":[0.9988186,0.000541063,0.0001485976,0.00002876374,0.0003817146,0.00008126967],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00004257749,0.00002296073,0.001037374,0.00002024616,0.00002416541,0.00009063133,0.00002977262,0.994144,0.0001420913,0.002827447,0.0003237354,0.001295022],"study_design_scores_gemma":[0.000004382439,0.00001203966,0.0002041687,0.00000291384,0.00001423944,0.000008739149,0.0000131046,0.9990104,0.00002347137,0.0005906552,0.0001120725,0.000003734561],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3461629,0.001289376,0.606048,0.00138722,0.0004196136,0.0003073455,0.003905107,0.0009039013,0.03957644],"genre_scores_gemma":[0.9629797,0.0004331565,0.008495056,0.00008644499,0.00007980732,0.000316269,0.001206888,0.00006590163,0.02633672],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.08199859,"threshold_uncertainty_score":0.1630426,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01043070355601387,"score_gpt":0.2193514763368023,"score_spread":0.2089207727807885,"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."}}