{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001159929,0.001332386,0.001394474,0.003470145,0.001152388,0.005808165,0.00275153,0.002705294,0.3941626],"category_scores_gemma":[0.006349942,0.0004926034,0.0009317332,0.003148696,0.001022149,0.004102217,0.002906403,0.002863077,0.3236551],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00218798,"about_ca_system_score_gemma":0.005015276,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002951051,"about_ca_topic_score_gemma":0.004542876,"domain_scores_codex":[0.9982566,0.0002191606,0.0001545856,0.0003914912,0.0008042905,0.0001737805],"domain_scores_gemma":[0.9970468,0.000603387,0.0001974124,0.0003442349,0.001279494,0.0005287384],"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":[0.00002399871,0.00002033577,0.00008926541,0.0009016535,0.000009539157,0.00008440654,0.00008492749,0.0000537428,0.0001743703,0.004729459,0.8539988,0.1398295],"study_design_scores_gemma":[0.000001926041,0.000003319304,0.00006323059,0.0002131524,0.000002408674,0.00008974939,0.00002160546,0.000004713177,0.00001937466,0.0006022013,0.9989761,0.000002251742],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0007803363,0.30315,0.003179538,0.03834634,0.08418599,0.0002444297,0.007078153,0.001800853,0.5612344],"genre_scores_gemma":[0.005600437,0.2304972,0.003130037,0.02213438,0.03110792,0.0002342523,0.008909648,0.001071536,0.6973146],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6058374,"threshold_uncertainty_score":0,"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."}}