{"id":"W4410386989","doi":"10.59297/qecr1f95","title":"Assessing the “Buddy System” to Enhance Cruise Vessel Safety in the Canadian Arctic: A Response Time Analysis","year":2025,"lang":"en","type":"article","venue":"Proceedings of the ... International ISCRAM Conference","topic":"Maritime Navigation and Safety","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs","keywords":"Cruise; Arctic; Aeronautics; Maritime safety; Geography; Oceanography; Engineering; Environmental planning; Geology","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":[0.001778982,0.0007168668,0.0003047824,0.0007835967,0.0006996898,0.0009343205,0.0006543978,0.0004427339,0.0009958949],"category_scores_gemma":[0.00394441,0.0001532707,0.0003935578,0.0007619159,0.0003375935,0.0005082369,0.0004651492,0.000443712,0.0001281708],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006016477,"about_ca_system_score_gemma":0.004841544,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6592962,"about_ca_topic_score_gemma":0.6545018,"domain_scores_codex":[0.9992142,0.0001670422,0.00001909712,0.000101883,0.0003375146,0.0001601904],"domain_scores_gemma":[0.9982534,0.0005184622,0.0001718217,0.00006281205,0.0008503793,0.0001431389],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.001453318,0.0004911128,0.2314775,0.0003567102,0.0004036324,0.0002700353,0.0009464778,0.632445,0.02397951,0.003111584,0.002922663,0.1021424],"study_design_scores_gemma":[0.00002849491,0.00129603,0.2777916,0.00002405449,0.0001391765,0.00005710639,0.002082155,0.7098851,0.006377548,0.0005382721,0.001707292,0.00007324373],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9899014,0.0001111033,0.006980712,0.0001615651,0.00001306278,0.00009343478,0.0002948273,0.00007340945,0.00237042],"genre_scores_gemma":[0.9949373,0.00007303181,0.003766712,0.00002098265,0.000002487458,0.00002109628,0.0003009434,0.000009952402,0.0008674632],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3407038,"threshold_uncertainty_score":0.6854206,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01000491535671361,"score_gpt":0.2820147111079305,"score_spread":0.2720097957512169,"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."}}