{"id":"W7164583474","doi":"10.1515/9780820372273-toc","title":"Contents","year":2020,"lang":"","type":"book-chapter","venue":"Semiotics","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.0003192899,0.001933346,0.002193602,0.0003094208,0.0002848571,0.0002203832,0.001421273,0.001765955,0.006568606],"category_scores_gemma":[0.0007388411,0.002294409,0.001037516,0.0001459443,0.0009410192,0.0001629858,0.0010762,0.002970281,0.3159141],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006925067,"about_ca_system_score_gemma":0.0002989669,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000104994,"about_ca_topic_score_gemma":0.00001012742,"domain_scores_codex":[0.9932936,0.00009440167,0.001853174,0.001812155,0.001797537,0.001149079],"domain_scores_gemma":[0.9941996,0.0003064691,0.001481808,0.001853338,0.0007620702,0.001396663],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000443907,0.000164314,0.0004147952,0.0007622469,0.002829085,0.001871402,0.0005376599,0.0001069193,0.003214521,0.900346,0.08618657,0.003122606],"study_design_scores_gemma":[0.001672286,0.0004471838,0.00007213833,0.001705213,0.001921732,0.00008279672,0.0000766378,0.002301105,0.0006627183,0.01717419,0.9713958,0.002488221],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00005712016,0.002084811,0.0002365635,0.001451874,0.003816274,0.001470184,0.003711687,0.0005057681,0.9866657],"genre_scores_gemma":[0.2814979,0.002647593,0.002320018,0.005646851,0.003964459,0.000004666384,0.001025594,0.003408873,0.6994841],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8852092,"threshold_uncertainty_score":0.99953,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06384479316620524,"score_gpt":0.2594663945125885,"score_spread":0.1956216013463833,"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."}}