{"id":"W4317435501","doi":"10.33265/polar.v42.9249","title":"BOOK REVIEW","year":2023,"lang":"en","type":"article","venue":"Polar Research","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Geology","routes":{"ca_aff":true,"ca_fund":false,"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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001108761,0.001214061,0.001505868,0.00285396,0.002835901,0.006884097,0.001521662,0.002386897,0.8133346],"category_scores_gemma":[0.006239502,0.0006751724,0.0009067183,0.001936396,0.001195242,0.002290237,0.002613616,0.003456965,0.8658436],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001352772,"about_ca_system_score_gemma":0.003576425,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003014183,"about_ca_topic_score_gemma":0.007331723,"domain_scores_codex":[0.9986122,0.000123631,0.00003101966,0.0001778235,0.0009028047,0.0001524317],"domain_scores_gemma":[0.993883,0.0005642287,0.0001292602,0.0007121369,0.003618366,0.001093008],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001987461,0.00004809594,0.00006776064,0.00009386968,0.000004462038,0.00005465515,0.00002307954,0.00003951584,0.0006746716,0.002364741,0.9146664,0.08194282],"study_design_scores_gemma":[0.000006064059,0.00001852691,0.0002674646,0.0000632511,0.000002965219,0.00007735481,0.00004950849,0.00005618925,0.0002276231,0.0007824892,0.9984429,0.000005622009],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0006834322,0.00188359,0.001789698,0.003573072,0.01087374,0.0003675239,0.0009156587,0.001436514,0.9784768],"genre_scores_gemma":[0.0004009901,0.0003140994,0.0001684246,0.0002252629,0.0003499644,0.0000241606,0.0001803031,0.0001246341,0.9982121],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1866654,"threshold_uncertainty_score":0.2662555,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2934998584217107,"score_gpt":0.538236729805002,"score_spread":0.2447368713832914,"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."}}