{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.004062132,0.0003069952,0.0004216626,0.0007721948,0.0002124204,0.0009957819,0.002357043,0.0001876001,0.00001585307],"category_scores_gemma":[0.004330123,0.0002990759,0.00004226128,0.0008118975,0.0001068064,0.009439229,0.001982816,0.0006606255,0.00004139118],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003072879,"about_ca_system_score_gemma":0.001225842,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004914732,"about_ca_topic_score_gemma":0.0002884107,"domain_scores_codex":[0.9955246,0.000551559,0.0005228323,0.001072709,0.001754077,0.0005741832],"domain_scores_gemma":[0.9970394,0.0004302849,0.0002656896,0.001703895,0.00033384,0.0002268727],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.003207758,0.0008005418,0.1198755,0.007019713,0.0005383538,0.005920178,0.005623155,0.0005381271,0.0002275706,0.04670183,0.1621346,0.6474126],"study_design_scores_gemma":[0.0002518858,0.0002078975,0.2610806,0.0006652484,0.00001361063,0.0001483459,0.00002260284,0.001862684,0.0000188467,0.0001440847,0.7351578,0.0004263344],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.04327885,0.008355706,0.1750842,0.03150313,0.003300354,0.006708374,0.0002358293,0.001163467,0.73037],"genre_scores_gemma":[0.6494564,0.15359,0.05622996,0.0006200938,0.0006696622,0.0004547314,0.0001024099,0.0001143966,0.1387624],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.6469863,"threshold_uncertainty_score":0.9999461,"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."}}