{"id":"W7003391942","doi":"","title":"Episode 24","year":2019,"lang":"en","type":"article","venue":"Digital Commons - St. Norbert College (St. Norbert College)","topic":"Earthquake and Disaster Impact Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Government (linguistics); Perspective (graphical); Context (archaeology); Agency (philosophy)","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","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0008855142,0.001055282,0.001500383,0.0005279137,0.002445244,0.0009084878,0.001730082,0.0005504499,0.00240503],"category_scores_gemma":[0.0008040782,0.001038885,0.0007952168,0.002605232,0.001030757,0.002583926,0.000936746,0.0007873776,0.003127618],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005539656,"about_ca_system_score_gemma":0.0009287375,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003259875,"about_ca_topic_score_gemma":0.05235235,"domain_scores_codex":[0.9926629,0.0004456787,0.00125354,0.001355609,0.001921232,0.00236102],"domain_scores_gemma":[0.9945865,0.001761614,0.0004342448,0.001541899,0.0005938259,0.001081906],"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":[0.0005940098,0.001420665,0.2043108,0.0001258576,0.0006708773,0.0002752073,0.008505202,0.00003564651,0.00003559956,0.08279325,0.6977195,0.003513386],"study_design_scores_gemma":[0.002486621,0.0005346317,0.008283853,0.0001706721,0.0001088407,0.00003699902,0.01453922,0.0000889177,0.00005466526,0.004558443,0.9675338,0.001603295],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3714603,0.0006813289,0.00003324114,0.00794352,0.002222071,0.002060135,0.00650071,0.0005306304,0.6085681],"genre_scores_gemma":[0.8553044,0.0001036484,0.000163044,0.00145067,0.0005654994,0.0001411729,0.000244928,0.0001332625,0.1418933],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.4838442,"threshold_uncertainty_score":0.9992061,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02222770670156873,"score_gpt":0.2773433838196834,"score_spread":0.2551156771181147,"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."}}