{"id":"W4404706448","doi":"10.33137/confrat.v3i1.44088","title":"Contents","year":2024,"lang":"nl","type":"paratext","venue":"Confraternitas","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Traditional medicine; Medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.0006181619,0.002562574,0.002399867,0.001212607,0.0003047101,0.002412847,0.001773468,0.002108696,0.2110193],"category_scores_gemma":[0.0001764305,0.002519977,0.001044104,0.001059307,0.0008596951,0.0003584289,0.001149109,0.003455849,0.9962515],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001001501,"about_ca_system_score_gemma":0.0009399645,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004004361,"about_ca_topic_score_gemma":0.00001608475,"domain_scores_codex":[0.9906778,0.0006850998,0.001925021,0.002935705,0.001471316,0.002305113],"domain_scores_gemma":[0.9946852,0.0002368378,0.0007887951,0.002362038,0.0009568401,0.0009702495],"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":[0.0002407462,0.000206163,0.0001068275,0.00302268,0.002912096,0.001905873,0.0005028454,0.00003743811,0.007995325,0.0005517757,0.9820494,0.000468834],"study_design_scores_gemma":[0.001563425,0.000281937,0.0001490924,0.003733681,0.001784015,0.0003449547,0.0003802663,0.0006125027,0.005616085,0.0002330841,0.9827003,0.002600587],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.03415835,0.1080204,0.00003070348,0.0003995077,0.04814744,0.002197066,0.02673445,0.0007906926,0.7795214],"genre_scores_gemma":[0.2654973,0.0008336857,0.00001362895,0.000494094,0.00273991,0.0002252488,0.004833249,0.001338593,0.7240244],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7852322,"threshold_uncertainty_score":0.9991868,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04623663765153316,"score_gpt":0.3057851653790558,"score_spread":0.2595485277275226,"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."}}