{"id":"W4246655762","doi":"10.1190/1.00v7406","title":"Contributors","year":2009,"lang":"fr","type":"dataset","venue":"Geophysics","topic":"Geophysical and Geoelectrical Methods","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Geology","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003582534,0.0007910143,0.001120657,0.000104119,0.0004075116,0.0002108189,0.0009499154,0.0006628826,0.004893769],"category_scores_gemma":[0.000251423,0.0006896721,0.0005112944,0.001170908,0.000281545,0.0002392915,0.00005880883,0.001412362,0.04456611],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002356701,"about_ca_system_score_gemma":0.0001927679,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004036285,"about_ca_topic_score_gemma":0.0003256017,"domain_scores_codex":[0.9956831,0.0005211921,0.0006069576,0.0009279847,0.0007594994,0.001501271],"domain_scores_gemma":[0.9970899,0.0009577614,0.0003373723,0.0007984373,0.0001527302,0.0006637472],"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":[0.00003762958,0.0001937019,0.00004752794,0.00006355147,0.00005737238,0.00007142765,0.00001219222,0.0001383436,0.000003666385,0.0003350064,0.5973861,0.4016535],"study_design_scores_gemma":[0.0003447251,0.001112457,0.03303426,0.00007137246,0.0002368753,0.00001162111,0.000006801948,0.0005735875,0.00003773908,0.03466414,0.9290676,0.0008388217],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.003073699,0.002956866,0.0001898117,0.001624878,0.003278799,0.0004690026,0.9858633,0.00008185444,0.002461735],"genre_scores_gemma":[0.001612991,0.0009189743,0.000921274,0.002790168,0.00454048,0.000004509893,0.9817419,0.00001361124,0.007456099],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.4008147,"threshold_uncertainty_score":0.9995555,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.016996913445485,"score_gpt":0.2382938736566938,"score_spread":0.2212969602112088,"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."}}