{"id":"W4403610218","doi":"10.3390/cli12100165","title":"Reconstructing and Hindcasting Sea Ice Conditions in Hudson Bay Using a Thermal Variability Framework","year":2024,"lang":"en","type":"article","venue":"Climate","topic":"Arctic and Antarctic ice dynamics","field":"Earth and Planetary Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"The Scarborough Hospital; University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Hindcast; Bay; Climatology; Environmental science; Oceanography; Sea ice; Geology; Meteorology; Geography","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006344435,0.00009485119,0.0001180587,0.0000536408,0.0002183552,0.0001048023,0.0000573826,0.00007319656,0.0007553272],"category_scores_gemma":[0.000152047,0.00008369139,0.00002662769,0.0001900282,0.0001095814,0.0002621382,0.00002017635,0.0002987737,0.00002717775],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001011174,"about_ca_system_score_gemma":0.00004256089,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004634927,"about_ca_topic_score_gemma":0.0001425329,"domain_scores_codex":[0.9991195,0.00008198232,0.0001908625,0.0002409008,0.00007765805,0.0002891032],"domain_scores_gemma":[0.999028,0.0007774581,0.00003529761,0.00008783855,0.00001142705,0.00006001002],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000005792122,0.000003666757,0.9847471,0.000109799,0.000006729192,0.00003122797,0.0006940776,0.001262105,0.00004625637,0.0008491232,9.142588e-7,0.01224326],"study_design_scores_gemma":[0.00005946955,0.00001500214,0.2858619,0.0003176018,0.00001953784,0.0001124576,0.0009515721,0.7062748,0.000003290779,0.00621566,0.00004111166,0.0001275647],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9940702,0.00008704668,0.001061642,0.0001259055,0.0004121822,0.00007887233,0.0001272701,0.00005335835,0.003983473],"genre_scores_gemma":[0.9882224,0.00003214659,0.01152287,0.00008074113,0.0001004081,4.513902e-7,0.00003142082,0.000004123839,0.000005479307],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7050127,"threshold_uncertainty_score":0.8270303,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01898467957450312,"score_gpt":0.2598860150167126,"score_spread":0.2409013354422095,"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."}}