{"id":"W4242755326","doi":"10.1190/tle34040452.1","title":"Reviews","year":2015,"lang":"en","type":"article","venue":"The Leading Edge","topic":"Geophysics and Gravity Measurements","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"College of Veterinarians of British Columbia","funders":"","keywords":"Library science; Humanities; Sociology; Philosophy; Computer science","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":[0.0006694602,0.00004655845,0.0000738157,0.000009840459,0.00006705812,0.00002905681,0.0001634509,0.00001184627,0.0001148697],"category_scores_gemma":[0.00004795651,0.00002558529,0.00002589663,0.00008770047,0.00002314014,0.00005179988,0.000004596174,0.00006324833,0.009032806],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000001685943,"about_ca_system_score_gemma":0.00001264003,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002583188,"about_ca_topic_score_gemma":0.0002072655,"domain_scores_codex":[0.9995625,0.00005663612,0.00006758687,0.00006903887,0.0001214927,0.0001227582],"domain_scores_gemma":[0.9997309,0.00001906946,0.00002691583,0.0001452926,0.00001576706,0.00006207301],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001777498,0.00001949114,0.243251,0.00001886094,0.00001787363,0.000004757542,0.002133144,0.0002937794,0.0001367179,0.0006799021,0.3745821,0.3788446],"study_design_scores_gemma":[0.0001250926,0.00004266652,0.06171846,0.00001606777,0.00001037337,0.000003425409,0.00004366156,0.0004367747,0.0000719516,0.007760565,0.9296758,0.00009519002],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5663548,0.00666778,0.0001471735,0.002891702,0.002724899,0.0004553744,0.00001318299,0.00007930267,0.4206657],"genre_scores_gemma":[0.9946569,0.00002737701,0.00009214239,0.0005151349,0.0002195112,4.528856e-7,0.000008648707,0.00000118436,0.004478636],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5550937,"threshold_uncertainty_score":0.9917388,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1378955149258406,"score_gpt":0.2744848064912636,"score_spread":0.1365892915654229,"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."}}