{"id":"W6947940521","doi":"10.4224/17620229","title":"Icebreaker resistance calculation for various hull forms","year":2010,"lang":"en","type":"report","venue":"NPARC","topic":"Wood and Agarwood Research","field":"Chemistry","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Hull; Coast guard; Guard (computer science); Function (biology); Resistance (ecology); Naval architecture","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004704081,0.0006131179,0.0003718173,0.002044982,0.0002541462,0.000645597,0.001048039,0.0002183821,0.02772352],"category_scores_gemma":[0.003384041,0.0002684196,0.0004063243,0.001516202,0.00007749176,0.0008815939,0.0003247072,0.0002635171,0.004651526],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003808682,"about_ca_system_score_gemma":0.0002828155,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001970655,"about_ca_topic_score_gemma":0.002378296,"domain_scores_codex":[0.9992583,0.00004629995,0.00008857143,0.0001090135,0.0004739384,0.00002374048],"domain_scores_gemma":[0.9985017,0.0004611884,0.0001166403,0.0001860965,0.0007086383,0.00002578966],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0009909775,0.0003356007,0.0206693,0.001234195,0.00008219539,0.0004685757,0.0006713861,0.1131278,0.07511748,0.007681738,0.08375227,0.6958685],"study_design_scores_gemma":[0.0002498492,0.0009384704,0.06207256,0.000281666,0.0001767426,0.001244201,0.0005209206,0.4218197,0.2776189,0.004950065,0.229853,0.000273992],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3536355,0.0004974973,0.4272625,0.0002242653,0.0001737017,0.001251672,0.04026689,0.03285492,0.1438332],"genre_scores_gemma":[0.5967429,0.000598513,0.3053317,0.00009422407,0.00003415887,0.0007454211,0.04318426,0.0046921,0.04857673],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02772352,"threshold_uncertainty_score":0.09274441,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03054224508694987,"score_gpt":0.3179527182829719,"score_spread":0.2874104731960221,"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."}}