{"id":"W4248798752","doi":"10.1190/tle38100813.1","title":"Reviews","year":2019,"lang":"en","type":"article","venue":"The Leading Edge","topic":"earthquake and tectonic studies","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"College of Veterinarians of British Columbia","funders":"","keywords":"Publishing; Scientific publishing; Library science; Sociology; Political science; Computer science; Law","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":[0.001077332,0.001114036,0.00136677,0.003468176,0.0007631428,0.004505798,0.002332713,0.002544641,0.2588962],"category_scores_gemma":[0.006095167,0.0004323703,0.0008619648,0.003334594,0.0007783993,0.003486919,0.002066101,0.002511946,0.1981174],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001585108,"about_ca_system_score_gemma":0.004112835,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002300641,"about_ca_topic_score_gemma":0.003293061,"domain_scores_codex":[0.9986461,0.000186732,0.0001459181,0.0002528053,0.0006467237,0.0001217216],"domain_scores_gemma":[0.9971007,0.0007622921,0.0002244854,0.0002496904,0.001299294,0.0003634593],"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":[0.00002873265,0.00002045198,0.00006460434,0.002142461,0.0000147604,0.00009700221,0.00007459879,0.00005688403,0.0002244265,0.003739894,0.7987957,0.1947405],"study_design_scores_gemma":[0.000002317388,0.000004186953,0.000058901,0.0005319432,0.000004235443,0.000129766,0.00002061459,0.000004043307,0.00002195276,0.0005611121,0.9986583,0.000002623529],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.0004807368,0.6753559,0.001853343,0.03103591,0.06464162,0.0001478617,0.003326395,0.0007714272,0.2223868],"genre_scores_gemma":[0.003687999,0.6337423,0.002780983,0.02534132,0.03723066,0.0001834483,0.005613927,0.0005685302,0.2908509],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.7411038,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03646001362129933,"score_gpt":0.2454301433010226,"score_spread":0.2089701296797233,"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."}}