{"id":"W2774917108","doi":"10.7202/1042676ar","title":"Les représentations associées aux français nationaux, aux espaces géographiques et aux locuteurs dans les manuels de français langue étrangère et de français langue seconde : étude comparée entre la France et le Québec","year":2017,"lang":"fr","type":"article","venue":"Canadian Journal of Applied Linguistics","topic":"Linguistic Variation and Morphology","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Humanities; Political science; Sociology; Art","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.001806101,0.000342281,0.0003794055,0.002196157,0.004510426,0.003527405,0.0006061938,0.0005260081,0.00611184],"category_scores_gemma":[0.003859141,0.0002199068,0.0002496302,0.003839148,0.003210588,0.001409929,0.001894864,0.0008100854,0.0003014593],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0145505,"about_ca_system_score_gemma":0.01120753,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9033234,"about_ca_topic_score_gemma":0.9555258,"domain_scores_codex":[0.9989273,0.000340755,0.00005192413,0.0001588138,0.0002607895,0.0002604161],"domain_scores_gemma":[0.9973748,0.0006922128,0.0003576265,0.0001544705,0.001182671,0.0002382661],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0000902284,0.00003281275,0.215952,0.0001969475,0.00006000393,0.0005499081,0.7425485,0.0001611754,0.001543631,0.00635264,0.002716896,0.02979514],"study_design_scores_gemma":[0.000004367993,0.0000264125,0.4171416,0.0002271354,0.00003682707,0.0002091332,0.5445679,0.0002529783,0.0003943715,0.0003565274,0.03673857,0.00004410373],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9879589,0.0005316149,0.0004354271,0.000410256,0.00001668554,0.00002131787,0.000452686,0.000006416786,0.01016661],"genre_scores_gemma":[0.9929914,0.0004419007,0.000317742,0.00007910447,0.000003590946,0.00003599625,0.0003080193,0.000008403342,0.00581398],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09667659,"threshold_uncertainty_score":0.1944918,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02906031121873233,"score_gpt":0.3413524448415773,"score_spread":0.312292133622845,"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."}}