{"id":"W3193449086","doi":"10.3940/rina.icsot.2009.02","title":"Numerical Prediction for Resistance of Canadian Icebreaker Ccgs Terry Fox In Level Ice","year":2009,"lang":"en","type":"article","venue":"","topic":"Combustion and Detonation Processes","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"National Research Council Canada","funders":"","keywords":"Resistance (ecology); Meteorology; Marine engineering; Environmental science; Engineering; Physics; Ecology; Biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005207548,0.00004860784,0.00006801488,0.000239193,0.00001519835,0.000007012936,0.00004164855,0.00003907677,0.00007535358],"category_scores_gemma":[0.00003104963,0.00005082078,0.00001687928,0.0003287472,0.000004611592,0.00009028694,0.000001021586,0.00003854559,0.00000361003],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005741557,"about_ca_system_score_gemma":0.00003684999,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001823134,"about_ca_topic_score_gemma":0.05414534,"domain_scores_codex":[0.9996189,0.000002853043,0.0001459565,0.00006839869,0.00006057433,0.0001032873],"domain_scores_gemma":[0.999813,0.00002344321,0.00001077719,0.00005935117,0.0000485504,0.00004489982],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004013489,0.0005289107,0.009461647,0.001512447,0.0001142229,0.00001721449,0.003422422,0.2645818,0.01199904,0.1105739,0.4578135,0.1395735],"study_design_scores_gemma":[0.001668833,0.000085617,0.334187,0.000115518,0.00001424131,0.000005103157,0.0001970931,0.1343575,0.01350801,0.003336184,0.5121258,0.0003991102],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.094781,0.001367996,0.3334731,0.007130551,0.001010345,0.001210662,0.0003258395,0.0009710484,0.5597295],"genre_scores_gemma":[0.9958982,0.00001493732,0.001861439,0.0002032146,0.00001509344,0.00001035406,0.000009746039,0.000005547807,0.001981419],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9011173,"threshold_uncertainty_score":0.963114,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02233905239371472,"score_gpt":0.2238580837155838,"score_spread":0.2015190313218691,"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."}}