{"id":"W7162009158","doi":"10.82308/4703","title":"Le français, un facteur de convergence attitudinale et comportementale ?","year":2021,"lang":"fr","type":"dissertation","venue":"","topic":"Canadian Identity and History","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Population; Immigration; French; Cultural environment; Research methodology","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":[0.003423493,0.0002133746,0.0004548652,0.001767569,0.00333619,0.003842637,0.0004868354,0.0004680971,0.007307802],"category_scores_gemma":[0.008073584,0.00017836,0.0002429309,0.003752419,0.002195474,0.002139007,0.001396364,0.0009869087,0.0005585156],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00831138,"about_ca_system_score_gemma":0.008680654,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8166893,"about_ca_topic_score_gemma":0.85521,"domain_scores_codex":[0.9978188,0.0006260462,0.0001026706,0.000405641,0.0005931796,0.0004536647],"domain_scores_gemma":[0.9940333,0.001181262,0.001130371,0.000398872,0.00249281,0.0007633515],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001803746,0.00005392486,0.8114498,0.0002336174,0.0002623281,0.0004023544,0.1020945,0.0002016521,0.0007778094,0.01656928,0.006348126,0.06142634],"study_design_scores_gemma":[0.000009282951,0.0000440875,0.9000132,0.0002955321,0.00006018747,0.00009321974,0.06100331,0.0001619938,0.0001572634,0.000683959,0.03744573,0.00003234197],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9564084,0.002455626,0.0006005476,0.00536088,0.0001102959,0.00002370928,0.0009256448,0.00001378783,0.03410115],"genre_scores_gemma":[0.9934381,0.0009938993,0.0001805439,0.0005139033,0.00002003691,0.0000155129,0.0002931947,0.00001313089,0.004531755],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1833107,"threshold_uncertainty_score":0.3687806,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.014476767367927,"score_gpt":0.261859627423594,"score_spread":0.247382860055667,"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."}}