{"id":"W2963019722","doi":"10.33055/georegards.2017.010.01.109","title":"Migration d’étude, migration de travail: deux faces indissociables d’une même réalité?","year":2017,"lang":"fr","type":"article","venue":"Géo-Regards","topic":"Multiculturalism, Politics, Migration, Gender","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Université de Poitiers; Université de Neuchâtel; Agence Universitaire de la Francophonie","keywords":"Humanities; Political science; Philosophy","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[0.01153799,0.0004917999,0.0005944361,0.002014695,0.006651218,0.01033412,0.001255369,0.002742946,0.006988587],"category_scores_gemma":[0.01896862,0.0002301878,0.0003816321,0.003512677,0.01760722,0.01014405,0.005326005,0.002882764,0.0004087233],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004011705,"about_ca_system_score_gemma":0.004954526,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0166176,"about_ca_topic_score_gemma":0.02220022,"domain_scores_codex":[0.9904343,0.006704173,0.0002529417,0.0009110477,0.0008018841,0.000895665],"domain_scores_gemma":[0.990013,0.006141054,0.001376255,0.0008540415,0.0009873628,0.0006282983],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001063812,0.00006706496,0.03755029,0.0004846157,0.00005702949,0.00107878,0.4819874,0.0002016688,0.0004188779,0.4012674,0.005043682,0.0717367],"study_design_scores_gemma":[0.00001357604,0.00007373058,0.03060401,0.001265613,0.00003974259,0.0009323483,0.7552767,0.0002754558,0.0003389917,0.09199598,0.1191304,0.00005350209],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6398707,0.03050052,0.01895783,0.1755343,0.001838528,0.0001191771,0.0002541007,0.00005079782,0.1328741],"genre_scores_gemma":[0.9792221,0.005824164,0.002219616,0.00385,0.0004332919,0.0001113838,0.00005628005,0.00003345051,0.008249659],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0166176,"threshold_uncertainty_score":0.06101942,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09776818095319585,"score_gpt":0.3915004849686898,"score_spread":0.2937323040154939,"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."}}