{"id":"W4408286756","doi":"10.70121/001c.132235","title":"Change in sea ice in Hudson Bay, Canada since 2000: An analysis on ice-free periods and maximum concentrations","year":2025,"lang":"en","type":"article","venue":"Scholarly review .","topic":"Arctic and Antarctic ice dynamics","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Social Innovation","funders":"","keywords":"Bay; Oceanography; Sea ice; Climatology; Environmental science; Arctic ice pack; Physical geography; Geology; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006186451,0.0001410688,0.000334222,0.0001331997,0.0001400493,0.0001313935,0.0002824572,0.00005408748,0.0004164483],"category_scores_gemma":[0.0001915005,0.0001237807,0.00004019178,0.001185102,0.00004789177,0.0008309613,0.00002063288,0.0003428255,0.000007957112],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005727115,"about_ca_system_score_gemma":0.0004241068,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5977214,"about_ca_topic_score_gemma":0.9758767,"domain_scores_codex":[0.9986532,0.0002179448,0.0002965634,0.0003274976,0.0002270209,0.0002777142],"domain_scores_gemma":[0.9993267,0.0001042754,0.00006512597,0.0003437245,0.00004542665,0.0001147613],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000007560323,0.00001457773,0.9678379,0.0001659764,0.00001873644,0.00002220988,0.0001369441,0.00006698844,3.548837e-7,0.0002087806,0.00007917734,0.03144081],"study_design_scores_gemma":[0.0002001183,0.00003924319,0.9793777,0.0005619181,0.0001070354,0.000002301189,0.0001859765,0.007958222,2.815733e-7,0.0001140923,0.01131307,0.000140061],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9210377,0.0602803,0.00007475311,0.01196482,0.0002623055,0.000795508,0.0003843461,0.00002176716,0.005178484],"genre_scores_gemma":[0.9735323,0.0180976,0.0003158291,0.007654382,0.00002712569,0.000006644954,0.0002112146,0.000002406847,0.0001524696],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3781553,"threshold_uncertainty_score":0.5047632,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01636328459027471,"score_gpt":0.2542623934598554,"score_spread":0.2378991088695807,"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."}}