{"id":"W4235993925","doi":"10.1190/tle38020165.1","title":"Reviews","year":2019,"lang":"en","type":"article","venue":"The Leading Edge","topic":"Earthquake Detection and 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":[0.001163991,0.001172788,0.001332304,0.00376139,0.0007554888,0.004503324,0.002394096,0.002766637,0.2318107],"category_scores_gemma":[0.006847639,0.0004775588,0.0008538094,0.003639803,0.0009526645,0.003562935,0.002126866,0.002913081,0.180075],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001650102,"about_ca_system_score_gemma":0.003968951,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002708575,"about_ca_topic_score_gemma":0.004095483,"domain_scores_codex":[0.9986443,0.0002042753,0.0001355057,0.0002569951,0.0006373764,0.0001216357],"domain_scores_gemma":[0.99687,0.000924863,0.0002499075,0.0002759137,0.001280574,0.0003987027],"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":[0.00001781798,0.00001197237,0.00004734333,0.00150357,0.00001096925,0.0000500339,0.00005351631,0.00004155035,0.0001028117,0.00276625,0.8405227,0.1548716],"study_design_scores_gemma":[0.000001588799,0.000002838847,0.00004962473,0.0004790286,0.000002978799,0.00007853207,0.00001574626,0.000003053997,0.00001234186,0.0004682288,0.998884,0.000002049055],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002596883,0.7444916,0.001220695,0.03396079,0.0534378,0.00008155642,0.002530258,0.0006129544,0.1634046],"genre_scores_gemma":[0.002891165,0.7104615,0.001658954,0.02601562,0.03391902,0.0001303363,0.004193916,0.0005150582,0.2202144],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7681893,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0219886714844818,"score_gpt":0.229370415076213,"score_spread":0.2073817435917312,"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."}}