{"id":"W4300281966","doi":"10.5957/icetech-2006-116","title":"Hull Form Designs For Icebreaking Tankers","year":2006,"lang":"en","type":"article","venue":"","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Rudder; Hull; Marine engineering; Propulsion; Open water; Engineering; Stern; Naval architecture; Aerospace engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"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":[0.00004418918,0.00009925024,0.0000862841,0.00008366101,0.00002955253,0.00002104932,0.00009202844,0.00007371407,0.00001389094],"category_scores_gemma":[0.00001104242,0.00009201094,0.00004465961,0.00009809872,0.00001088794,0.00006262006,0.000008986931,0.0000580379,0.00001317563],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003512178,"about_ca_system_score_gemma":0.000002516663,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000198155,"about_ca_topic_score_gemma":0.00002253485,"domain_scores_codex":[0.999547,6.489017e-7,0.0001006762,0.0000810096,0.00004572443,0.0002249611],"domain_scores_gemma":[0.9998013,0.00004403724,0.000006307996,0.0001220604,0.00001179973,0.00001449017],"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":[0.00001302713,0.0000584161,0.001482574,0.000470563,0.0001639439,0.00001394766,0.0001177678,0.4313647,0.05430138,0.2546701,0.1439778,0.1133659],"study_design_scores_gemma":[0.0009366762,0.0001280478,0.002030087,0.00005671352,0.00004648956,0.00002102189,0.000210827,0.3986738,0.2870482,0.01944165,0.2903725,0.001033968],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.06431192,0.0002128739,0.881771,0.00007506617,0.0003539486,0.0002013205,0.000006340045,0.005263386,0.0478041],"genre_scores_gemma":[0.9645219,0.000007476323,0.03497591,0.000006673528,0.00007752158,0.00004286566,0.000006025053,0.00002988368,0.0003317586],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.90021,"threshold_uncertainty_score":0.3752097,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01113700272078025,"score_gpt":0.1914121460824171,"score_spread":0.1802751433616368,"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."}}