{"id":"W4236212766","doi":"10.1190/tle39090683.1","title":"Reviews","year":2020,"lang":"en","type":"article","venue":"The Leading Edge","topic":"Geological Modeling 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":"Medicine","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":[0.0009977416,0.001237174,0.001301965,0.003173977,0.0008863638,0.005017132,0.002293384,0.002391907,0.3939807],"category_scores_gemma":[0.005454583,0.0004101881,0.0008485391,0.002949772,0.0007934296,0.003402595,0.002590064,0.002665211,0.3424481],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001975753,"about_ca_system_score_gemma":0.003890923,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003174099,"about_ca_topic_score_gemma":0.004056682,"domain_scores_codex":[0.9985374,0.0001656471,0.0001109258,0.0002983331,0.0007450988,0.000142664],"domain_scores_gemma":[0.9975974,0.00042775,0.000152383,0.0002736576,0.001198581,0.0003501984],"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":[0.00001550557,0.00001144484,0.00003434526,0.000641255,0.000006300204,0.00003655995,0.00003358361,0.00003346392,0.0001424659,0.003579771,0.9087662,0.08669911],"study_design_scores_gemma":[0.000001982443,0.000002786407,0.00003398642,0.0001929002,0.00000199281,0.000040989,0.00001106562,0.000003095253,0.00001737685,0.000490638,0.9992016,0.000001655936],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0003839988,0.3248912,0.00215645,0.03544553,0.08389391,0.0002033682,0.006693716,0.001556013,0.5447758],"genre_scores_gemma":[0.003930488,0.2527228,0.001910429,0.02727964,0.03120279,0.0002036843,0.007419625,0.0008631155,0.6744674],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6060193,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09783931336169603,"score_gpt":0.2528839756069008,"score_spread":0.1550446622452047,"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."}}