{"id":"W4233302032","doi":"10.1080/00437956.2007.11432578","title":"Reviews","year":2007,"lang":"en","type":"article","venue":"WORD","topic":"Syntax, Semantics, Linguistic Variation","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"York University; Université Laval","funders":"","keywords":"Linguistics; Philosophy; Political science","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004181772,0.00005497775,0.00009120127,0.00003798902,0.00009690363,0.00004677862,0.00006277523,0.00001600489,0.002312922],"category_scores_gemma":[0.0002443075,0.00004685929,0.00003545638,0.0000153653,0.0000331809,0.00003247336,0.00001157067,0.00004752318,0.001240714],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001702799,"about_ca_system_score_gemma":0.000005186062,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002264948,"about_ca_topic_score_gemma":0.001945385,"domain_scores_codex":[0.999526,0.00001148177,0.0001818359,0.00008301218,0.00007396522,0.0001236748],"domain_scores_gemma":[0.9996923,0.00004668611,0.00006240784,0.0001288145,0.00004325774,0.00002649917],"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":[0.000004196359,0.00001822488,0.0001807384,0.00001504846,0.000005486908,0.000003665448,0.01703966,9.50779e-8,0.0000181159,0.9456007,0.004660232,0.03245384],"study_design_scores_gemma":[0.00006985082,0.000008825074,0.0006708257,0.00002618939,0.00001162817,6.603183e-7,0.0006804516,0.000008554212,0.00004250981,0.04116059,0.9572458,0.00007414127],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0390154,0.000885802,0.003811193,0.01072258,0.007139779,0.0003888693,0.00000556119,0.0002133421,0.9378175],"genre_scores_gemma":[0.9776885,0.00002922837,0.001002117,0.0005857068,0.003436287,0.000003089635,0.000007136899,0.00001129634,0.01723667],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9525855,"threshold_uncertainty_score":0.9995369,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04990732941771291,"score_gpt":0.2727794058358048,"score_spread":0.2228720764180919,"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."}}