{"id":"W4236220941","doi":"10.1190/tle22040297.1","title":"Sneak Previews","year":2003,"lang":"en","type":"article","venue":"The Leading Edge","topic":"Seismology and Earthquake Studies","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Borehole; Geology; Hydraulic fracturing; Quartz; Fracture (geology); Seismology; Vein; Geochemistry; Paleontology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004775385,0.00006321917,0.00009739638,0.0000171139,0.0002148648,0.00002855116,0.0004211537,0.00002247149,0.00001482222],"category_scores_gemma":[0.0001186943,0.00003801947,0.00003838873,0.0001555867,0.0000606706,0.0000897761,0.00006214278,0.00009822497,0.001378428],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000006252656,"about_ca_system_score_gemma":0.00001302258,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001807881,"about_ca_topic_score_gemma":0.000002425201,"domain_scores_codex":[0.9994244,0.0001292878,0.00008150825,0.0001341132,0.00005525431,0.0001754632],"domain_scores_gemma":[0.9994378,0.0001222975,0.0000278565,0.000378736,0.00001397405,0.00001933024],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000001272203,0.00002372804,0.001800049,0.0000127473,0.00003522019,0.000008287217,0.003814152,0.00002160127,0.0001227791,0.8352428,0.07949942,0.07941794],"study_design_scores_gemma":[0.00007888856,0.0000224672,0.002203543,0.0000112693,0.000005737009,0.00003535211,0.00002001441,0.0001430172,0.00097285,0.01557656,0.980841,0.00008927906],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.04637456,0.01964344,0.315291,0.01996786,0.004595194,0.0004986565,5.413359e-7,0.0005601167,0.5930686],"genre_scores_gemma":[0.9736833,0.0002300848,0.006001099,0.003825903,0.0001101752,0.0000179554,1.653379e-7,0.000006162925,0.01612516],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9273087,"threshold_uncertainty_score":0.9993991,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03681505427931855,"score_gpt":0.2671601746809754,"score_spread":0.2303451204016568,"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."}}