{"id":"W4233526332","doi":"10.3138/ijcs.47.5","title":"Preface/Préface","year":2013,"lang":"fr","type":"article","venue":"International Journal of Canadian Studies","topic":"French Urban and Social Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Face (sociological concept); Computer science; Philosophy; Linguistics","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004334676,0.0001686065,0.0003608105,0.0005608411,0.0003571483,0.0001510247,0.0006061207,0.0001103182,0.001538144],"category_scores_gemma":[0.0007787402,0.0001584395,0.0002226518,0.0004627214,0.0009712761,0.0006686279,0.0000633024,0.0002725843,0.0004471616],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002041338,"about_ca_system_score_gemma":0.0008153048,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5411977,"about_ca_topic_score_gemma":0.6228993,"domain_scores_codex":[0.9979696,0.0001344308,0.0005221907,0.0001220557,0.0008117268,0.000440052],"domain_scores_gemma":[0.995976,0.0002232571,0.0003738084,0.00006359421,0.002904827,0.0004584946],"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":[0.000004095782,0.00003525606,0.00107002,0.000009604871,0.002117384,0.0001226746,0.0336573,0.00002469799,0.000008072536,0.08619721,0.8263508,0.05040289],"study_design_scores_gemma":[0.0002414994,0.00006311985,0.00491764,0.0001698248,0.00005747583,0.00001902623,0.02414392,0.000004913677,0.00001000738,0.01490874,0.9553121,0.0001516847],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.03964302,0.4226723,0.000016691,0.2631973,0.03546419,0.0002154071,0.0000492931,0.00001104931,0.2387308],"genre_scores_gemma":[0.7467031,0.123147,0.0007857138,0.003113245,0.00770451,0.00001104554,0.000001063812,0.00002185213,0.1185125],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.70706,"threshold_uncertainty_score":0.9993746,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0759734507453604,"score_gpt":0.313615372464399,"score_spread":0.2376419217190386,"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."}}