{"id":"W4233783027","doi":"10.3917/cisl.1601.0009","title":"Préface","year":2016,"lang":"fr","type":"article","venue":"Cahiers internationaux de sociolinguistique","topic":"French Urban and Social Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Canadian Society for the History of Medicine","funders":"","keywords":"Face (sociological concept); Computer science; Linguistics; Philosophy","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":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008836539,0.000238403,0.0002646583,0.00006766198,0.0007267008,0.00006105612,0.0004732214,0.0005803774,0.001259377],"category_scores_gemma":[0.004926856,0.0002114489,0.0002520313,0.0002055445,0.003820566,0.0001421087,0.00006038035,0.0003581476,0.0005764869],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004594119,"about_ca_system_score_gemma":0.0005285247,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002743623,"about_ca_topic_score_gemma":0.0008302365,"domain_scores_codex":[0.9977992,0.0003977686,0.00033285,0.0003603888,0.0004262389,0.0006835301],"domain_scores_gemma":[0.9981532,0.0007118325,0.0001925944,0.0001622209,0.0005124164,0.0002678087],"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":[0.000006227864,0.0000486159,0.001034006,0.00001568832,0.0001373668,0.00003025031,0.04334754,0.000002355897,0.00004695749,0.8623557,0.07775867,0.01521663],"study_design_scores_gemma":[0.0003353108,0.00002970598,0.0007618777,0.0001954199,0.00003249693,0.000002723677,0.002444574,0.00002182566,0.0001214475,0.1638623,0.8319116,0.0002807554],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.03070756,0.03849727,0.01665358,0.06041416,0.01905046,0.0003452564,0.0001271252,0.0002471823,0.8339574],"genre_scores_gemma":[0.650999,0.008724098,0.0009222958,0.001299599,0.005289074,0.00003370751,0.000002522535,0.00002919961,0.3327006],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.7541529,"threshold_uncertainty_score":0.9996536,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02333228630761254,"score_gpt":0.2942033568187706,"score_spread":0.2708710705111581,"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."}}