{"id":"W6947974748","doi":"10.4224/20178990","title":"Ship safety and performance in pressured ice zones: captain's responses to questionnaire","year":2008,"lang":"en","type":"report","venue":"NPARC","topic":"Research Data Management Practices","field":"Computer Science","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"National Research Council Canada; Canadian Wood Council","funders":"","keywords":"Product (mathematics); Order (exchange); Information system; Ice formation; Lead (geology); Questionnaire","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.005624566,0.0004438452,0.0003852535,0.001281238,0.001042925,0.001128676,0.0005406943,0.001390469,0.00603153],"category_scores_gemma":[0.02873134,0.0002881281,0.0003342802,0.0009167437,0.0005862042,0.0009537417,0.00123111,0.001338179,0.001073412],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001481168,"about_ca_system_score_gemma":0.000949252,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01403735,"about_ca_topic_score_gemma":0.008754475,"domain_scores_codex":[0.9964985,0.001329256,0.0004053314,0.0002212117,0.000877533,0.0006681808],"domain_scores_gemma":[0.978045,0.009860501,0.003366136,0.000519944,0.00590768,0.002300637],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006493956,0.001634942,0.5892974,0.0008419446,0.00007991972,0.001915549,0.2995862,0.001583695,0.005821919,0.001200225,0.03966038,0.05772843],"study_design_scores_gemma":[0.00003835544,0.001699477,0.6311128,0.0002921499,0.00002366668,0.0004754885,0.3249869,0.002310823,0.001354517,0.0002457286,0.03731345,0.0001467434],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9881302,0.0001053522,0.0005939136,0.001930062,0.00007455795,0.0005464518,0.001136315,0.0000475438,0.007435562],"genre_scores_gemma":[0.9922644,0.0003144436,0.001175118,0.0008826294,0.00004654873,0.001034655,0.0006870507,0.00002781588,0.003567319],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01403735,"threshold_uncertainty_score":0.02974588,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08565873665399268,"score_gpt":0.3532270501230494,"score_spread":0.2675683134690567,"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."}}