{"id":"W4416015126","doi":"10.1002/9781394229185.fmatter","title":"Front Matter","year":2025,"lang":"en","type":"paratext","venue":"Geophysical monograph","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"","keywords":"","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00009514947,0.001001422,0.0013199,0.0008685287,0.0001790528,0.0001969139,0.001048515,0.0007373572,0.06710151],"category_scores_gemma":[0.00001277905,0.0009521622,0.001243934,0.001032021,0.0003242143,0.000145554,0.0004624115,0.001453339,0.9585148],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001160276,"about_ca_system_score_gemma":0.0001647442,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006013329,"about_ca_topic_score_gemma":0.000009449316,"domain_scores_codex":[0.9961179,0.0002067346,0.0006031815,0.001297559,0.0006528418,0.001121728],"domain_scores_gemma":[0.9974928,0.0001500271,0.0003007298,0.001610088,0.0001645739,0.0002818116],"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":[0.00007694998,0.0003115346,0.0001266459,0.0001940039,0.0004286672,0.000009616878,0.00004948007,0.0000188523,0.0001995298,0.00008209356,0.9973704,0.001132237],"study_design_scores_gemma":[0.0004400991,0.00006452668,0.005813314,0.0003328978,0.0002655125,0.000001323514,0.00001238686,0.00003193232,0.0001939403,0.001036345,0.9908043,0.001003407],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002866279,0.001567828,0.0002162451,0.0002637788,0.004467332,0.0008389635,0.002590961,0.0002724494,0.9869162],"genre_scores_gemma":[0.00528532,0.00009379591,0.0004505742,0.001456914,0.001883352,0.0004574164,0.002179973,0.0003049737,0.9878877],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8914133,"threshold_uncertainty_score":0.9992929,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008364254713382539,"score_gpt":0.251589961787988,"score_spread":0.2432257070746055,"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."}}