{"id":"W4253780660","doi":"10.1190/tle31050594.1","title":"Reviews","year":2012,"lang":"en","type":"article","venue":"The Leading Edge","topic":"Geological and Geochemical Analysis","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"College of Veterinarians of British Columbia","funders":"","keywords":"Philosophy","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":[0.001124776,0.001355925,0.001295048,0.003296833,0.0007977122,0.004414246,0.002611958,0.002525642,0.2819999],"category_scores_gemma":[0.005333819,0.0004889943,0.0008875334,0.002966591,0.0008496795,0.00354663,0.002405392,0.002723357,0.2494142],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001888135,"about_ca_system_score_gemma":0.00395019,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002690593,"about_ca_topic_score_gemma":0.003836064,"domain_scores_codex":[0.9986211,0.0001769861,0.0001208827,0.0003096342,0.0006253166,0.0001461246],"domain_scores_gemma":[0.9976739,0.0005478155,0.0001689001,0.0002449261,0.0009806755,0.0003837056],"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":[0.00002457702,0.00001855141,0.00006104769,0.0010933,0.00001128724,0.00006697115,0.00004990876,0.00005543384,0.0001847094,0.003181893,0.8327133,0.162539],"study_design_scores_gemma":[0.000001940319,0.000003214615,0.00005616441,0.0002582356,0.000002908035,0.00008370684,0.00001245561,0.000003743971,0.00001924694,0.000466171,0.9990902,0.000001998838],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.000454112,0.6168976,0.002085058,0.03045385,0.06092843,0.0001406289,0.003789818,0.0009982475,0.2842523],"genre_scores_gemma":[0.003838737,0.5225356,0.002383946,0.021859,0.03170033,0.0001770728,0.005998766,0.0006708353,0.4108358],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.7180001,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04813326310127043,"score_gpt":0.2411494976702556,"score_spread":0.1930162345689852,"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."}}