{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000604072,0.001076724,0.0008743939,0.003224685,0.001418038,0.002660078,0.001148023,0.001199362,0.7635804],"category_scores_gemma":[0.003511043,0.0003292186,0.0006775154,0.003139506,0.0002686608,0.002671993,0.002105086,0.001462767,0.6486571],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007497915,"about_ca_system_score_gemma":0.001052225,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005021226,"about_ca_topic_score_gemma":0.01388522,"domain_scores_codex":[0.9995245,0.00004175723,0.00002854262,0.00004865099,0.0002952294,0.00006128059],"domain_scores_gemma":[0.9977279,0.0003075352,0.00006173823,0.0001634908,0.001292514,0.0004467984],"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":[0.00001166563,0.00001013571,0.00003301321,0.00004180298,5.804351e-7,0.00002384313,0.000008495271,0.00001561147,0.00006327673,0.000244127,0.9704558,0.02909177],"study_design_scores_gemma":[0.000002427057,0.000005155539,0.0001514843,0.00002912487,6.885928e-7,0.00003360901,0.00001963207,0.00002448568,0.00004547759,0.0002413338,0.9994434,0.000003257061],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0007942089,0.004904259,0.004198261,0.009820527,0.03915859,0.0003432882,0.02380897,0.009519352,0.9074526],"genre_scores_gemma":[0.001205452,0.001636904,0.001089567,0.002816924,0.003684009,0.00008102761,0.01011182,0.001577757,0.9777965],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7635804,"threshold_uncertainty_score":0.3372239,"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."}}