{"id":"W7014020100","doi":"","title":"Soap","year":2015,"lang":"en","type":"other","venue":"Sussex Research Online (University of Sussex)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Focus (optics); Ideology; Action (physics); Relation (database); Space (punctuation); Comedy; Subject matter; Set (abstract data type)","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":[0.00290472,0.0006030473,0.001178938,0.004373617,0.0002867453,0.00004379037,0.002874135,0.001049194,0.02023818],"category_scores_gemma":[0.0005478573,0.000732254,0.000304475,0.00319693,0.002350685,0.0002744287,0.001787593,0.002253975,0.01642975],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007999056,"about_ca_system_score_gemma":0.002592513,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01248433,"about_ca_topic_score_gemma":0.02958751,"domain_scores_codex":[0.9921812,0.001021066,0.0002937564,0.001220271,0.003672174,0.001611463],"domain_scores_gemma":[0.9945513,0.0002642994,0.0004306142,0.001934731,0.001884272,0.0009347938],"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":[0.0003136274,0.0007553181,0.0001554954,0.0004310855,0.0003820649,0.0006250899,0.0005310483,0.00000301193,0.000406691,0.0007777159,0.9940636,0.001555257],"study_design_scores_gemma":[0.001911595,0.0003500037,0.0002325374,0.0004816856,0.00008540811,0.00001232022,0.01169866,0.0001021195,0.00001237705,0.0006824022,0.9837868,0.0006441495],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002300105,0.002489739,0.00002218833,0.001363267,0.0002619369,0.001291087,0.007243776,0.0008897947,0.9841381],"genre_scores_gemma":[0.001245985,0.0008863613,0.003109009,0.00001131996,0.0006635507,7.291301e-7,0.002820018,0.001429095,0.989834],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01710318,"threshold_uncertainty_score":0.9995129,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1905955134259231,"score_gpt":0.4021432177156698,"score_spread":0.2115477042897467,"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."}}