{"id":"W6891568629","doi":"10.4224/40002804","title":"Evaluation of a basic procedure to assess climate impact on sea ice: Hudson Bay as a test case","year":2022,"lang":"en","type":"report","venue":"NPARC","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"National Research Council Canada; Government of Canada","funders":"","keywords":"Sea ice; Arctic ice pack; Climate change; Cryosphere; Bay; Arctic; Arctic sea ice decline; Iceberg; Drift ice","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.01152579,0.001070424,0.0004609472,0.001951972,0.001264945,0.001542306,0.001483273,0.001131435,0.005182124],"category_scores_gemma":[0.04094225,0.0003546591,0.0008651303,0.001147845,0.001159335,0.0008930626,0.001623702,0.0005654982,0.0007542982],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002077276,"about_ca_system_score_gemma":0.002757637,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03101866,"about_ca_topic_score_gemma":0.03124984,"domain_scores_codex":[0.9924632,0.004056314,0.0005544084,0.0007023761,0.001858981,0.0003646528],"domain_scores_gemma":[0.9723074,0.01825073,0.00122944,0.002077507,0.005631035,0.0005038924],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.005495933,0.004544668,0.203058,0.001820845,0.0005622518,0.003236265,0.00971679,0.1644757,0.04739458,0.02894256,0.01048792,0.5202646],"study_design_scores_gemma":[0.001454577,0.009428157,0.1380188,0.0005491578,0.0004605316,0.001489793,0.01060453,0.7387188,0.06921213,0.007996039,0.02176678,0.0003007209],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7147003,0.0001922339,0.2505765,0.0002869215,0.00009677032,0.009015927,0.002285452,0.003189391,0.01965653],"genre_scores_gemma":[0.6049905,0.000109006,0.3876314,0.00006218693,0.00001394184,0.00300697,0.001272968,0.0002407751,0.002672196],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9689813,"threshold_uncertainty_score":0.06167626,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1179222461000389,"score_gpt":0.4324465425178615,"score_spread":0.3145242964178226,"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."}}