{"id":"W2548815288","doi":"10.1075/impact.41.c4","title":"Chapter 4. Language societies in France and Quebec","year":2016,"lang":"en","type":"book-chapter","venue":"Impact","topic":"Linguistic and Sociocultural Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Linguistics; Sociology; History; Political science; Geography; 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":[],"consensus_categories":[],"category_scores_codex":[0.0001859921,0.000178765,0.0002755525,0.00002841278,0.0002299852,0.00004932706,0.0001042798,0.0002282262,0.0008278301],"category_scores_gemma":[0.0001311751,0.000114316,0.0001098797,0.00001031079,0.0005739595,0.00006446883,0.00004398224,0.0001618004,0.00008373035],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001586706,"about_ca_system_score_gemma":0.0000671804,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01699992,"about_ca_topic_score_gemma":0.01605645,"domain_scores_codex":[0.9991972,0.00001527141,0.0001332157,0.0001822249,0.0002239075,0.0002481963],"domain_scores_gemma":[0.9995878,0.0001185582,0.00008192161,0.00008366924,0.0000486663,0.0000794267],"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":[0.000009706715,0.000008381106,0.005928705,0.00003188503,0.0001656265,0.00006185221,0.1626343,8.790873e-8,0.00001398812,0.7784697,0.007171814,0.04550389],"study_design_scores_gemma":[0.0003816074,0.00004377084,0.01020417,0.0004129543,0.00003423026,9.641055e-7,0.004433267,2.871143e-7,0.000002583998,0.05023292,0.9336401,0.0006131394],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.007780937,0.007547138,0.000001728585,0.001213672,0.0002101844,0.0001541113,0.00004934871,0.00004312096,0.9829997],"genre_scores_gemma":[0.1807498,0.001934176,0.00001068688,0.0001510387,0.000789117,0.000002441415,0.000001561275,0.00001387325,0.8163472],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9264683,"threshold_uncertainty_score":0.9895459,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01882483613804052,"score_gpt":0.3193803602949624,"score_spread":0.3005555241569218,"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."}}