{"id":"W7065313902","doi":"","title":"DISCRETE ELEMENT MODELING OF SHIP MANOEUVRING IN ICE","year":2015,"lang":"en","type":"article","venue":"NPARC","topic":"Ship Hydrodynamics and Maneuverability","field":"Engineering","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sea ice; Finite element method; Numerical models; Element (criminal law); Numerical modeling","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000271931,0.0000676001,0.0001099862,0.00004715507,0.000005988589,0.0000062564,0.00009006201,0.00002997497,0.00001809555],"category_scores_gemma":[0.00002294644,0.00006988296,0.00002300694,0.00007746762,0.000007682954,0.00005738663,0.0000324555,0.00008733492,0.000003994642],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008645594,"about_ca_system_score_gemma":0.00001004361,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000514698,"about_ca_topic_score_gemma":0.000138003,"domain_scores_codex":[0.9994482,0.00001134964,0.0001816604,0.00009402565,0.0001155341,0.0001491853],"domain_scores_gemma":[0.9997435,0.00001152666,0.00001103147,0.0001659204,0.00001723949,0.0000507387],"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":[0.000007164776,0.00001198429,0.002930271,0.00006510576,0.000006777903,0.00000230761,0.0005260833,0.988928,0.004667666,0.002171737,0.00003369528,0.0006491711],"study_design_scores_gemma":[0.0002016449,0.00001027117,0.0003486674,0.00001789731,0.000003040029,4.542975e-7,0.0001102436,0.9898208,0.0006092194,0.008716964,0.00008544909,0.00007536616],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9540927,0.00003394252,0.01141606,0.00004216602,0.0001470931,0.00007996915,0.000002576482,0.00005247946,0.034133],"genre_scores_gemma":[0.9985194,0.000007385112,0.001404418,0.00000708871,0.00002079606,0.000007869153,0.00000266107,0.00001262436,0.00001778705],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04442665,"threshold_uncertainty_score":0.2849745,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02600706523219224,"score_gpt":0.2418838126572345,"score_spread":0.2158767474250423,"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."}}