{"id":"W4313151379","doi":"10.1115/omae2022-79206","title":"Safety Distance During Escort and Convoy Based on Channel Breakout Simulation and Model Tests","year":2022,"lang":"en","type":"article","venue":"","topic":"Arctic and Antarctic ice dynamics","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"Canada First Research Excellence Fund; Ocean Frontier Institute","keywords":"Breakout; Channel (broadcasting); Marine engineering; Collision; Collision avoidance; Simulation; Computer simulation; Trajectory; Front (military); Engineering; Aerospace engineering; Computer science; Mechanical engineering; Electrical engineering; Physics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0005006538,0.0005621344,0.0005414989,0.0006552659,0.0004480315,0.0005298167,0.0007182317,0.0007314281,0.001603102],"category_scores_gemma":[0.001412872,0.0001834365,0.0005152423,0.0003624657,0.000608994,0.0004817236,0.0004752274,0.0006020867,0.0001518052],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006553127,"about_ca_system_score_gemma":0.0005718586,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008268415,"about_ca_topic_score_gemma":0.006889226,"domain_scores_codex":[0.999707,0.00003694868,0.00001969058,0.00005073123,0.0000882345,0.00009735164],"domain_scores_gemma":[0.998601,0.000734508,0.0001811042,0.0001426136,0.0002021258,0.0001386748],"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":[0.0002637378,0.0002319946,0.008868691,0.00005684219,0.00002422781,0.0002050426,0.000102688,0.9786363,0.007856692,0.0003001963,0.0002011749,0.003252415],"study_design_scores_gemma":[0.00002660659,0.0005539641,0.004403673,0.00000831674,0.00001927256,0.00002529017,0.0001409467,0.9855679,0.008910067,0.0001304279,0.0001931601,0.00002049387],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9950607,0.00002565411,0.003441746,0.00001848919,0.00001158994,0.00002179137,0.0001859553,0.0001135658,0.001120477],"genre_scores_gemma":[0.9988459,0.00001533343,0.0007605655,0.000002362993,6.095273e-7,0.0000146234,0.0001363078,0.000006458446,0.0002177967],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008268415,"threshold_uncertainty_score":0.01644057,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009765796069684637,"score_gpt":0.2068517149699057,"score_spread":0.197085918900221,"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."}}