{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.006557267,0.00007304401,0.0001440022,0.0004076384,0.0001570037,0.00004488228,0.0004587281,0.00003633029,0.01373276],"category_scores_gemma":[0.001677591,0.00006553784,0.00006144809,0.002979621,0.0001368673,0.0001437747,0.0003241245,0.0005473223,0.7655079],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001106189,"about_ca_system_score_gemma":0.00009649924,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001262699,"about_ca_topic_score_gemma":0.000007058751,"domain_scores_codex":[0.9967148,0.0007229468,0.0001501691,0.0002652414,0.001314547,0.0008322784],"domain_scores_gemma":[0.9986491,0.000254592,0.00001516248,0.0006477379,0.0002439203,0.0001895254],"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":[0.00000493062,0.00001414775,0.000221566,0.0004153232,0.000008423328,0.00004172528,0.00002860061,9.231927e-8,0.002424361,0.0002580292,0.9959601,0.000622735],"study_design_scores_gemma":[0.00008437056,0.00002646513,0.001186495,0.0005155398,0.000002933907,0.000004178346,0.00001021762,0.00003654803,0.0006634344,0.000129349,0.9972706,0.00006988739],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.0005605823,0.9342948,5.943377e-7,0.01646775,0.00005192006,0.0008249574,0.00004206954,0.001464253,0.04629306],"genre_scores_gemma":[0.003283053,0.3854045,0.00007302272,0.01462934,0.0006250741,0.0005493912,0.000182669,0.001328634,0.5939243],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.7517751,"threshold_uncertainty_score":0.9871688,"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."}}