{"id":"W2008685146","doi":"10.1017/s0959269512000014","title":"How pluricentric is the French language? An investigation of attitudes towards Quebec French compared to European French","year":2012,"lang":"en","type":"article","venue":"Journal of French Language Studies","topic":"Linguistic and Sociocultural Studies","field":"Social Sciences","cited_by":112,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"French; Solidarity; Context (archaeology); Dimension (graph theory); AP French Language; Sociology; Political science; Linguistics; History; Law; Philosophy; Politics","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":[],"consensus_categories":[],"category_scores_codex":[0.002089169,0.0002957961,0.0006646009,0.0001593544,0.0008040686,0.0001653285,0.0007148131,0.0000815663,0.00008933424],"category_scores_gemma":[0.002479237,0.0001796401,0.0002339783,0.0006675134,0.0007307843,0.0004986419,0.0002129136,0.0003601794,0.00001534268],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002805819,"about_ca_system_score_gemma":0.0001649499,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.05630834,"about_ca_topic_score_gemma":0.03736913,"domain_scores_codex":[0.9966853,0.0007522398,0.0006553468,0.0002178382,0.001103275,0.0005859467],"domain_scores_gemma":[0.9971493,0.0003742217,0.000746587,0.0002752338,0.001126076,0.0003285455],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.00000279443,0.0001009987,0.1231123,0.00004042678,0.000485436,0.00002449549,0.8320825,0.000004342406,0.0003091475,0.0002111393,0.03837888,0.005247619],"study_design_scores_gemma":[0.0004581637,0.0001657419,0.6994485,0.0001956361,0.0002746708,0.000006792097,0.2851604,0.00000188301,0.0005016859,0.0001543346,0.01328734,0.0003448594],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9423938,0.04757814,0.00006316056,0.004257905,0.001185654,0.0002886108,0.00003207843,0.00003929864,0.004161325],"genre_scores_gemma":[0.9887092,0.0006470177,0.001508321,0.0004776616,0.003093263,0.000006163491,0.000005124646,0.00001706299,0.005536201],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5763363,"threshold_uncertainty_score":0.9801964,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05049345347031556,"score_gpt":0.3406181241333238,"score_spread":0.2901246706630082,"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."}}