{"id":"W1803092302","doi":"10.1190/1.2202174","title":"Reply to the discussion","year":2006,"lang":"en","type":"article","venue":"Geophysics","topic":"Geophysical and Geoelectrical Methods","field":"Earth and Planetary Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Workplace Health, Safety and Compensation Commission; Domtar (Canada)","funders":"","keywords":"Geology; 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":[],"category_scores_codex":[0.000122857,0.00009072621,0.00009699832,0.00001570039,0.0001854761,0.0000446227,0.0002071417,0.00001971937,0.0002299448],"category_scores_gemma":[0.00002659993,0.00003802136,0.00006394211,0.0004922493,0.00002570784,0.00006090258,0.00001463149,0.0001093723,0.002671597],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000001447083,"about_ca_system_score_gemma":0.00001145814,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004988508,"about_ca_topic_score_gemma":0.0002408508,"domain_scores_codex":[0.9991536,0.00006562736,0.0001092379,0.0001922111,0.0002057256,0.0002735581],"domain_scores_gemma":[0.9995389,0.0001096462,0.00002659269,0.0002292775,0.00002131772,0.00007425163],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00001924512,0.00002958938,0.004537868,0.000003296949,0.000003672811,0.000003349659,0.0000567499,0.002504553,0.0001009588,0.00145974,0.02267182,0.9686092],"study_design_scores_gemma":[0.0000474972,0.00008998819,0.6966023,0.000002600655,0.000005759305,9.578768e-7,0.00001104262,0.0009627256,0.0002307337,0.06214524,0.2398002,0.0001010155],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8784322,0.0001810947,0.006834344,0.05923705,0.001197932,0.0005707305,0.00007084498,0.0002111986,0.05326464],"genre_scores_gemma":[0.9885733,0.000001278188,0.001434891,0.003809902,0.0009339884,0.000001955419,0.00002987481,0.000002561614,0.005212258],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9685081,"threshold_uncertainty_score":0.9981049,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009437046351646017,"score_gpt":0.218459257615894,"score_spread":0.209022211264248,"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."}}