{"id":"W4289028533","doi":"","title":"Réseaux et mobilité : les variations du français au Canada","year":2019,"lang":"fr","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"French Language Learning Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Geography; Humanities; Art","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001716958,0.0006717642,0.0008755762,0.005876877,0.008661209,0.008126665,0.001413357,0.001056991,0.01398599],"category_scores_gemma":[0.004805776,0.0004789809,0.000693129,0.01568232,0.003299696,0.001529576,0.002590807,0.002374131,0.0008532327],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.07584997,"about_ca_system_score_gemma":0.0667333,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9935248,"about_ca_topic_score_gemma":0.9967186,"domain_scores_codex":[0.9962943,0.0003947186,0.0001365175,0.0004705624,0.00118385,0.001520011],"domain_scores_gemma":[0.9920782,0.00154974,0.00073016,0.0002308312,0.003159595,0.002251456],"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":[0.001175895,0.0002704941,0.4535304,0.0006461935,0.0005340752,0.001811159,0.1169003,0.003361287,0.002725023,0.1453904,0.05046698,0.2231877],"study_design_scores_gemma":[0.00003867496,0.00004685114,0.7753862,0.0004409763,0.00007061855,0.0002045997,0.04173956,0.0006490413,0.000381926,0.001317209,0.1796103,0.0001141146],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8643789,0.01124072,0.001328385,0.007981271,0.0002527674,0.00009175327,0.007147572,0.000187468,0.1073912],"genre_scores_gemma":[0.9480123,0.002810594,0.0007652876,0.0003936146,0.00003684302,0.0000443528,0.001051951,0.0001036187,0.04678154],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07584997,"threshold_uncertainty_score":0.5503327,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01556454986593835,"score_gpt":0.2612450767024816,"score_spread":0.2456805268365433,"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."}}