{"id":"W4240635919","doi":"10.1190/tle37030232.1","title":"Reviews","year":2018,"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":"Art history; Political science; History; Media studies; Library science; Economic history; Sociology; 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":["insufficient_payload"],"category_scores_codex":[0.0003534083,0.00005515452,0.0000910537,0.0000142423,0.00025551,0.00002072255,0.0001561534,0.00001500739,0.001965021],"category_scores_gemma":[0.00006334014,0.00002831742,0.0000328953,0.0001169086,0.0001426671,0.0000416377,0.000007569502,0.00006529051,0.01936351],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":8.579723e-7,"about_ca_system_score_gemma":0.000006221629,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000124994,"about_ca_topic_score_gemma":0.001241787,"domain_scores_codex":[0.9995629,0.00004427863,0.00008155398,0.00008928962,0.00006085593,0.0001611544],"domain_scores_gemma":[0.999684,0.00009174491,0.00002710144,0.0001620607,0.00001170237,0.00002342596],"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":[0.000008589856,0.000003554583,0.1050926,0.000008869123,0.00001776387,0.000002326651,0.001603063,0.000001906129,0.00003177589,0.0004636237,0.1598194,0.7329465],"study_design_scores_gemma":[0.00004392983,0.00005638603,0.1620342,0.00001505547,0.000007578378,0.000006207612,0.00003057126,0.00009330511,0.0001310415,0.0007135291,0.8368075,0.00006068001],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2787421,0.01193053,0.00008303486,0.001811158,0.001243788,0.000188165,0.00000442031,0.00009070118,0.7059061],"genre_scores_gemma":[0.9911371,0.0004247275,0.0001254607,0.000931422,0.0006754429,5.398392e-7,0.000001865277,0.000001311958,0.006702088],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7328858,"threshold_uncertainty_score":0.9989473,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05628866084405556,"score_gpt":0.2704669002249336,"score_spread":0.214178239380878,"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."}}