{"id":"W4253107205","doi":"10.1190/tle34091120.1","title":"Reviews","year":2015,"lang":"en","type":"article","venue":"The Leading Edge","topic":"Geological Studies and Exploration","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"College of Veterinarians of British Columbia","funders":"","keywords":"Geology; Philosophy; Art history; History","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":[],"category_scores_codex":[0.0004035341,0.00003381463,0.00006246532,0.000004563709,0.0000906724,0.00001669427,0.00008940184,0.00001212983,0.000221172],"category_scores_gemma":[0.00009537784,0.00001533814,0.00001675468,0.00006813609,0.00002916724,0.00004524822,0.000006022827,0.00004392666,0.008959547],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000001245799,"about_ca_system_score_gemma":0.000003009721,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001537976,"about_ca_topic_score_gemma":0.0003624668,"domain_scores_codex":[0.9996926,0.00004356295,0.00005985694,0.00005421106,0.0000534389,0.00009631028],"domain_scores_gemma":[0.9998333,0.00003295999,0.00001953446,0.0000685958,0.000009207107,0.00003633117],"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":[0.00001650657,0.000005855185,0.1401376,0.000005868747,0.000006462633,0.000002655236,0.001982035,0.0007925497,0.000006349721,0.0006263106,0.5066506,0.3497672],"study_design_scores_gemma":[0.00004372546,0.00004424277,0.02880547,0.000003546399,0.000003286232,0.000001980247,0.0001303288,0.000582737,0.000005201963,0.003032802,0.9673066,0.0000401499],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.320392,0.02451355,0.0008512443,0.02040689,0.002379462,0.0004555395,0.000004576875,0.0001456194,0.6308511],"genre_scores_gemma":[0.9955847,0.0003160126,0.0001490251,0.0008768045,0.0002464475,8.326813e-7,0.000007758525,5.442488e-7,0.002817834],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6751928,"threshold_uncertainty_score":0.9918121,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1649403771621925,"score_gpt":0.2692531543919759,"score_spread":0.1043127772297834,"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."}}