{"id":"W2241834755","doi":"","title":"Survey of Canadian Arctic Captains: Current Status and Research Needs","year":2007,"lang":"en","type":"article","venue":"NPARC","topic":"Arctic and Antarctic ice dynamics","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Arctic; Current (fluid); The arctic; Arctic ice pack; Physical geography; Geography; Environmental resource management; Oceanography; Environmental science; Meteorology; Geology","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":[0.004773009,0.0003225813,0.0003959932,0.003855267,0.004415722,0.002282407,0.001283471,0.0005715796,0.004449845],"category_scores_gemma":[0.008508857,0.0002732106,0.0003045192,0.008576881,0.00103501,0.0009710333,0.001003905,0.0005768118,0.0006444167],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01705423,"about_ca_system_score_gemma":0.06684528,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.963057,"about_ca_topic_score_gemma":0.9823429,"domain_scores_codex":[0.9969271,0.000322718,0.0001598141,0.0002507082,0.001512516,0.000827156],"domain_scores_gemma":[0.9760563,0.001797373,0.001401319,0.0002287804,0.01720856,0.003307665],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003249832,0.0001409432,0.7609255,0.003161216,0.00009973619,0.0004761781,0.01584092,0.000373685,0.00194015,0.001061153,0.04190096,0.1737545],"study_design_scores_gemma":[0.00001046674,0.0001919173,0.8483003,0.001026982,0.00007513495,0.0001617334,0.05502677,0.0002908521,0.0003812185,0.00009386335,0.09438742,0.00005333504],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8702497,0.03431192,0.0007769308,0.0233523,0.0003687338,0.0003137977,0.01325805,0.0001195421,0.05724921],"genre_scores_gemma":[0.9286412,0.04554939,0.00241791,0.004750318,0.00013714,0.0002339087,0.008065377,0.00002613907,0.01017854],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03694296,"threshold_uncertainty_score":0.1237377,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05512789194060195,"score_gpt":0.2884306731623736,"score_spread":0.2333027812217716,"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."}}