{"id":"W2918117853","doi":"10.1075/slcs.168","title":"Semantics","year":2015,"lang":"en","type":"book","venue":"Studies in language companion series","topic":"Syntax, Semantics, Linguistic Variation","field":"Arts and Humanities","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Computer science; Semantics (computer science); Programming language","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"],"consensus_categories":[],"category_scores_codex":[0.0004323033,0.0004613515,0.0009133775,0.0002749941,0.0002140906,0.0001406814,0.0003092759,0.0001534352,0.0005309033],"category_scores_gemma":[0.0007973228,0.000425004,0.0001102733,0.00003708419,0.0008186313,0.0001601729,0.0003279468,0.0003983676,0.0003220631],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004231698,"about_ca_system_score_gemma":0.000182965,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002373048,"about_ca_topic_score_gemma":0.008540633,"domain_scores_codex":[0.9980472,0.0000827606,0.0006293761,0.0004079791,0.0004861577,0.0003465467],"domain_scores_gemma":[0.9982643,0.0002106241,0.0003587191,0.0004826851,0.0006287944,0.00005491519],"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":[0.00001939332,0.0000285996,0.00001803799,0.0004006594,0.0002119964,0.0001198727,0.3471818,0.000004381498,0.000001016264,0.5818309,0.06995897,0.0002244193],"study_design_scores_gemma":[0.0004293706,0.0001001421,0.00001346162,0.000902405,0.0001537634,0.00001596427,0.1730938,0.0000191308,0.00000885942,0.2763795,0.5482123,0.0006712429],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001248917,0.01443109,0.0000148133,0.004243951,0.01562532,0.0006261556,0.0002905382,0.0004003012,0.9631189],"genre_scores_gemma":[0.04361562,0.0006399531,0.0003532333,0.0002087599,0.008153216,0.00003769172,0.0003873827,0.0001253863,0.9464788],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4782534,"threshold_uncertainty_score":0.9998202,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08175039222787849,"score_gpt":0.3164457307147405,"score_spread":0.234695338486862,"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."}}