{"id":"W7069247269","doi":"","title":"Semantics","year":2024,"lang":"en","type":"article","venue":"Riviste UNIMI (Università degli studi di Milano)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003342835,0.0005337942,0.0005189886,0.0008386355,0.0005506861,0.0002265253,0.0007630948,0.0001788004,0.0003997155],"category_scores_gemma":[0.00004875318,0.0005719018,0.0003426977,0.002163532,0.0003436107,0.0006728774,0.0006212578,0.0005145805,0.01221328],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006313892,"about_ca_system_score_gemma":0.0002027796,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001162283,"about_ca_topic_score_gemma":0.0002539429,"domain_scores_codex":[0.9969341,0.0001609154,0.0002946315,0.0009413211,0.0007558361,0.0009131792],"domain_scores_gemma":[0.9982988,0.0002377563,0.00009675042,0.0008367169,0.0002056828,0.0003243017],"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":[0.0003858086,0.001112616,0.04240426,0.001339301,0.00504106,0.01637424,0.01993167,0.0007693409,0.02057849,0.2565272,0.621024,0.01451204],"study_design_scores_gemma":[0.001823162,0.0003118971,0.03540575,0.0005665044,0.001236473,0.0001977699,0.007476255,0.01237523,0.0005768771,0.0008002818,0.9375652,0.001664611],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7704386,0.005607205,0.002100111,0.002200766,0.002079748,0.0009048061,0.0005294718,0.003728552,0.2124108],"genre_scores_gemma":[0.9676223,0.0002200754,0.0005588384,0.0001365155,0.0002143026,0.000004189053,0.00009556951,0.0002142952,0.0309339],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3165412,"threshold_uncertainty_score":0.9996732,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01717491653047131,"score_gpt":0.2418554996036466,"score_spread":0.2246805830731752,"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."}}