{"id":"W2563949006","doi":"","title":"L’emploi des Langues en Algérie","year":2016,"lang":"fr","type":"article","venue":"Canadian social science","topic":"Language, Linguistics, Cultural Analysis","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; French; Sociology; Philosophy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001062351,0.0002541702,0.0002182098,0.0007516763,0.004747489,0.002405918,0.0002879965,0.0006331218,0.006989815],"category_scores_gemma":[0.000895413,0.0001739928,0.0001717346,0.001611554,0.002893587,0.002065111,0.001526795,0.001052482,0.001304768],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004410371,"about_ca_system_score_gemma":0.002718322,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09641002,"about_ca_topic_score_gemma":0.1257469,"domain_scores_codex":[0.9993061,0.0002590712,0.00002974545,0.00006093309,0.00008730485,0.0002568503],"domain_scores_gemma":[0.9996336,0.00007208168,0.00008660847,0.00002865128,0.0001033823,0.00007564044],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003723879,0.0000971418,0.05649832,0.0004451025,0.00004500155,0.002853508,0.417805,0.0006422589,0.003284891,0.2313856,0.03253092,0.2540399],"study_design_scores_gemma":[0.00001039852,0.00008130263,0.1823843,0.0003315061,0.00001809162,0.001189531,0.130172,0.0002435269,0.0007483485,0.005072247,0.6796823,0.00006633652],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7332259,0.01613555,0.001583546,0.01661503,0.0004226533,0.0000210361,0.0006499224,0.00005425589,0.2312921],"genre_scores_gemma":[0.9556674,0.00575981,0.0006472646,0.0008359978,0.00009402984,0.00001372026,0.0001283633,0.00002047768,0.03683286],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09641002,"threshold_uncertainty_score":0.1916977,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02303991688448833,"score_gpt":0.2444903952888459,"score_spread":0.2214504784043576,"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."}}