{"id":"W3195627571","doi":"10.1525/elementa.2020.00168","title":"The ice factory of Hudson Bay","year":2021,"lang":"en","type":"article","venue":"Elementa Science of the Anthropocene","topic":"Arctic and Antarctic ice dynamics","field":"Earth and Planetary Sciences","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"Natural Sciences and Engineering Research Council of Canada; ArcticNet; Canadian Meteorological and Oceanographic Society; Manitoba Hydro","keywords":"Sea ice; Bay; Submarine pipeline; Climatology; Environmental science; Arctic ice pack; Antarctic sea ice; Oceanography; Geology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.0002941259,0.0002996292,0.0001427244,0.0006221042,0.0007716281,0.001189648,0.000284996,0.0001981315,0.06299145],"category_scores_gemma":[0.0005313199,0.0001396209,0.0001075602,0.0005269354,0.0002685187,0.0004350537,0.0009799738,0.0002914437,0.01219273],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00136738,"about_ca_system_score_gemma":0.00309086,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05218408,"about_ca_topic_score_gemma":0.08435207,"domain_scores_codex":[0.9998897,0.000009033537,0.000006500937,0.0000262131,0.00003750831,0.00003095349],"domain_scores_gemma":[0.9996843,0.0000172817,0.00002861604,0.00003555317,0.00009805364,0.0001362033],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0002808544,0.00005726554,0.06821837,0.0003293441,0.00002143707,0.001374,0.0009213531,0.000578121,0.00460379,0.01241284,0.553506,0.3576967],"study_design_scores_gemma":[0.00001881109,0.00003151107,0.05477086,0.00006106238,0.000004338397,0.0001241249,0.0005499258,0.0001829034,0.0005365699,0.0003222806,0.9433918,0.000005779277],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2374392,0.01104828,0.004139451,0.007184437,0.006209722,0.0005307818,0.02857305,0.001973132,0.7029019],"genre_scores_gemma":[0.2658819,0.004373736,0.005337107,0.001017516,0.0005449016,0.000153233,0.01589739,0.0002209643,0.7065732],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.06299145,"threshold_uncertainty_score":0.2107273,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01051072354807011,"score_gpt":0.2406790281100829,"score_spread":0.2301683045620128,"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."}}