{"id":"W2569276352","doi":"10.1177/0957926516677193b","title":"Book review: Chantal Claudel, Patricia von Münchow, Michele Pordeus Ribeiro, Frédéric Pugnière-Saavedra and Geneviève Tréguer-Felten (eds), <i>Cultures, discours, langues. Nouveaux abordages</i>","year":2017,"lang":"en","type":"article","venue":"Discourse & Society","topic":"Linguistic and Sociocultural Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Humanities; Art","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001289882,0.001408638,0.002504236,0.004376241,0.0009596944,0.004027697,0.002178774,0.003044617,0.0437388],"category_scores_gemma":[0.006749995,0.0006557685,0.0007235632,0.007484214,0.001109019,0.004667497,0.001497922,0.003692053,0.04498934],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002230724,"about_ca_system_score_gemma":0.004538162,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006351347,"about_ca_topic_score_gemma":0.01516648,"domain_scores_codex":[0.9991103,0.0001180447,0.00008404801,0.0001425172,0.0004842653,0.00006074617],"domain_scores_gemma":[0.9961362,0.001668804,0.0003654562,0.00009707268,0.001349903,0.0003824017],"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":[0.000009173186,0.000004368382,0.00002716363,0.001395249,0.000009829527,0.00002418574,0.00002689236,0.00002354527,0.00003584378,0.0004912945,0.9518692,0.04608332],"study_design_scores_gemma":[0.000007193652,0.000005427682,0.0001131546,0.001347231,0.00001154585,0.0001729946,0.00002806299,0.000009984644,0.00002007346,0.0002146591,0.9980634,0.00000624661],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.00006108602,0.9259224,0.0002253131,0.02178087,0.03984886,0.00002416652,0.0002409588,0.00004657144,0.01184971],"genre_scores_gemma":[0.0008816601,0.893892,0.0004208552,0.01565048,0.02471174,0.00007904306,0.000560234,0.00006158728,0.06374238],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.0437388,"threshold_uncertainty_score":0.1463209,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0116522470224062,"score_gpt":0.328331949942811,"score_spread":0.3166797029204048,"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."}}