{"id":"W2766424316","doi":"10.1515/jhsl-2016-1019","title":"Walsh, Olivia: Linguistic Purism. Language Attitudes in France and Quebec","year":2017,"lang":"en","type":"article","venue":"Journal of Historical Sociolinguistics","topic":"Linguistic and Sociocultural Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Linguistics; Sociology; History; Literature; Art; Philosophy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.00114344,0.0001677445,0.0005413751,0.00006520377,0.001553927,0.0001619174,0.000505018,0.0002021218,0.00001911794],"category_scores_gemma":[0.02847267,0.000140365,0.0001404571,0.00005909652,0.000683205,0.00007701077,0.0001011812,0.0005642305,0.000005750751],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001348699,"about_ca_system_score_gemma":0.0002605058,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04159421,"about_ca_topic_score_gemma":0.008987783,"domain_scores_codex":[0.9981949,0.0001302243,0.0005766452,0.0001740984,0.0005440318,0.0003801516],"domain_scores_gemma":[0.9978195,0.000399361,0.000728862,0.0001831868,0.0006395607,0.0002295034],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005101539,0.0004233833,0.6776198,0.0001311131,0.0001424261,0.001685719,0.2192162,0.000005426245,0.00002390369,0.08119436,0.01127661,0.008230128],"study_design_scores_gemma":[0.001153111,0.0001266709,0.193846,0.0002682701,0.0001337628,0.00001397987,0.003727254,0.00001323211,0.000005091295,0.01108513,0.7891282,0.0004992099],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8466915,0.0598526,0.0003865356,0.006911127,0.01515959,0.0004027331,0.00001499348,0.00008243267,0.07049845],"genre_scores_gemma":[0.9836177,0.002676507,0.001058072,0.0001000929,0.005208844,0.000001883733,3.766702e-7,0.00001370351,0.007322817],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7778516,"threshold_uncertainty_score":0.9997459,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02563501093877496,"score_gpt":0.3405665055380521,"score_spread":0.3149314945992771,"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."}}