{"id":"W2276637410","doi":"10.18192/olbiwp.v2i0.1085","title":"Approche systématique des parcours migratoires : pour une meilleure prise en compte de la pluralité","year":2011,"lang":"fr","type":"article","venue":"OLBI Journal","topic":"French Language Learning Methods","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Humanities; Political science; Sociology; Philosophy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00831675,0.0003289655,0.0004400731,0.0001378699,0.0009701203,0.0003407036,0.0008059603,0.0004970527,0.002235201],"category_scores_gemma":[0.002205972,0.0002932796,0.0002475157,0.0005940812,0.001569628,0.0004558377,0.00008687031,0.001757904,0.0001056599],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005064622,"about_ca_system_score_gemma":0.000839445,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008682554,"about_ca_topic_score_gemma":0.0009447497,"domain_scores_codex":[0.9873865,0.01029159,0.0005274571,0.0002889441,0.0005716686,0.0009338504],"domain_scores_gemma":[0.9973284,0.001067593,0.0005162379,0.0002441281,0.000225115,0.0006184985],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006719038,0.0004889385,0.03394634,0.000322813,0.0004045873,0.001311197,0.6068738,0.0002773645,0.002633596,0.06039966,0.0226326,0.270642],"study_design_scores_gemma":[0.001847975,0.0004156157,0.06009049,0.002506271,0.0005561963,0.004438992,0.1080227,0.001275015,0.002251309,0.1335514,0.6836775,0.001366499],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.6986316,0.06104934,0.06836855,0.01010215,0.002090462,0.000393876,0.00001519496,0.0001928364,0.159156],"genre_scores_gemma":[0.4583054,0.003453068,0.4767319,0.0005098303,0.002469306,0.00001838912,0.000002629398,0.0000916725,0.05841775],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6610449,"threshold_uncertainty_score":0.999952,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03851655889823936,"score_gpt":0.3277985676068685,"score_spread":0.2892820087086291,"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."}}