{"id":"W7164566670","doi":"10.1515/9780820372273-029","title":"Tumbao","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":[0.0004973254,0.002158964,0.002248811,0.0003825851,0.0003490827,0.0002742247,0.001609559,0.00201404,0.01099942],"category_scores_gemma":[0.0006593952,0.002653097,0.001151607,0.0002275173,0.001016736,0.0001826873,0.001279882,0.003812077,0.4002225],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007907823,"about_ca_system_score_gemma":0.000729612,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009475651,"about_ca_topic_score_gemma":0.00001324248,"domain_scores_codex":[0.9926703,0.0001005033,0.001920907,0.002087798,0.001895186,0.001325309],"domain_scores_gemma":[0.9938016,0.0003664598,0.001419619,0.00233706,0.0005887926,0.001486477],"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":[0.0001660126,0.00009494737,0.00009561147,0.0007236328,0.001305419,0.00144275,0.0004522358,0.0002552002,0.00138622,0.890227,0.1014909,0.002360115],"study_design_scores_gemma":[0.0007889781,0.000365139,0.00003431045,0.001264666,0.001746907,0.0001132341,0.00004786911,0.003037621,0.000585191,0.0343337,0.9550819,0.002600518],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00002835136,0.002380335,0.0002813477,0.001828185,0.003016625,0.001168615,0.002436562,0.0006648886,0.9881951],"genre_scores_gemma":[0.1126951,0.004318705,0.008084972,0.005534762,0.008904419,0.000006081931,0.001198107,0.005567193,0.8536907],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8558933,"threshold_uncertainty_score":0.9992815,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03691828240469809,"score_gpt":0.2475284952701251,"score_spread":0.210610212865427,"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."}}