{"id":"W2799412408","doi":"","title":"Long-Term Changes in Metocean-Ice Conditions in the Canadian Beaufort Sea","year":2013,"lang":"en","type":"article","venue":"The Twenty-third International Offshore and Polar Engineering Conference","topic":"Arctic and Antarctic ice dynamics","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"ASL Environmental Sciences (Canada)","funders":"","keywords":"Term (time); Sea ice; Beaufort sea; Environmental science; Climatology; Oceanography; Geology; Meteorology; Geography","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004493713,0.0003601932,0.0004064233,0.001058044,0.002674799,0.001531013,0.001081917,0.000913929,0.001736128],"category_scores_gemma":[0.001369638,0.0002320764,0.0004515619,0.002146079,0.001126124,0.0008168237,0.001041057,0.0006296734,0.0002863852],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02185882,"about_ca_system_score_gemma":0.01686716,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.991951,"about_ca_topic_score_gemma":0.9970113,"domain_scores_codex":[0.9996171,0.0000195357,0.00001810058,0.00006643002,0.0001214529,0.0001573536],"domain_scores_gemma":[0.9987483,0.00007219567,0.0001524018,0.00003807763,0.000717415,0.0002715459],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004104747,0.00008113502,0.9787949,0.00005864834,0.0002116555,0.0002974352,0.001895964,0.001752818,0.002564166,0.0002901232,0.002216421,0.01142623],"study_design_scores_gemma":[0.000003924737,0.000007876494,0.9978199,0.000008951825,0.00001322714,0.00001569538,0.0006815457,0.0003046708,0.00009319508,0.00001393013,0.001025619,0.00001141492],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966966,0.0003365113,0.00003255898,0.0002797131,0.00001669788,0.000006067642,0.001203328,0.000007109593,0.001421346],"genre_scores_gemma":[0.9977437,0.0001667918,0.00005191016,0.00006960339,0.000006484888,0.000005781039,0.0008620039,0.000004148159,0.001089503],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02185882,"threshold_uncertainty_score":0.1585976,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01243329266696516,"score_gpt":0.217150998311776,"score_spread":0.2047177056448108,"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."}}