{"id":"W2558260331","doi":"10.4043/27430-ms","title":"Ice Model Tests for Dynamic Positioning Vessel in Managed Ice","year":2016,"lang":"en","type":"article","venue":"Arctic Technology Conference","topic":"Arctic and Antarctic ice dynamics","field":"Earth and Planetary Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"National Research Council Canada","funders":"Atlantic Canada Opportunities Agency","keywords":"Sea ice; Heading (navigation); Geology; Ice field; Lead (geology); Sea ice growth processes; Drift ice; Arctic ice pack; Marine engineering; Geodesy; Engineering; Climatology; Geomorphology","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":[0.0003745422,0.0003453709,0.0002614375,0.0003202497,0.0002931005,0.0003138623,0.0005317456,0.0004207777,0.002007485],"category_scores_gemma":[0.0006484773,0.0001432898,0.000369204,0.0002596715,0.0002318807,0.0003541389,0.0004641584,0.0003572177,0.0002860381],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003883119,"about_ca_system_score_gemma":0.0003006892,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002596381,"about_ca_topic_score_gemma":0.003025376,"domain_scores_codex":[0.9997132,0.00003585353,0.00002228573,0.00006962316,0.0001116309,0.00004726613],"domain_scores_gemma":[0.9996175,0.0001096182,0.00005163383,0.00006579375,0.0001143239,0.0000412649],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.002077935,0.001212871,0.03842087,0.0003290242,0.00009761686,0.0009588844,0.0006850081,0.2535198,0.6709276,0.001118822,0.001319504,0.02933208],"study_design_scores_gemma":[0.0002110902,0.0108245,0.1187849,0.00006100458,0.000124166,0.000213737,0.0008665055,0.4289793,0.4333942,0.0006421936,0.00580861,0.00008981256],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.994426,0.00002818636,0.00422251,0.00002044423,0.00002104745,0.00004332533,0.0003139156,0.00009568426,0.0008287491],"genre_scores_gemma":[0.996003,0.00003696714,0.002657273,0.00001190407,0.00000322247,0.00005852881,0.000525159,0.00001660328,0.0006874172],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002596381,"threshold_uncertainty_score":0.006715715,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01430268474282194,"score_gpt":0.2333497317915367,"score_spread":0.2190470470487147,"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."}}