{"id":"W2964850608","doi":"10.4000/keu7","title":"Facilitation ou exclusion ? La prise en charge du conjoint, les « mariages de complaisance » et la prise de décision des agents consulaires canadiens","year":2015,"lang":"fr","type":"article","venue":"Revue de l'Institut de sociologie (Online)/Revue de l'Institut de sociologie","topic":"Migration, Identity, and Health","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Humanities; Political science; Ethnology; Contradiction; Sociology; Philosophy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","sts","research_integrity"],"consensus_categories":["sts","research_integrity"],"category_scores_codex":[0.01246964,0.001132272,0.001639635,0.0004320829,0.003054389,0.0004121234,0.001809972,0.003511485,0.0001324192],"category_scores_gemma":[0.02290264,0.001283155,0.0007314595,0.0007456092,0.006905274,0.0010957,0.0005743646,0.002748043,0.0001500848],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.01181293,"about_ca_system_score_gemma":0.0132457,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.0558282,"about_ca_topic_score_gemma":0.09766465,"domain_scores_codex":[0.9850802,0.007876706,0.001671501,0.001523662,0.000542813,0.003305131],"domain_scores_gemma":[0.9913201,0.004298804,0.001038095,0.0008840032,0.0008862218,0.001572815],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000250374,0.001031884,0.7182011,0.001746233,0.0002953852,0.001102278,0.1152378,0.008644839,0.0007468434,0.1233703,0.01751504,0.01185787],"study_design_scores_gemma":[0.003342198,0.000534941,0.6157835,0.001893801,0.0005949978,0.0005583788,0.03858756,0.01148542,0.00007713278,0.1117433,0.2134493,0.00194958],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9269555,0.01406778,0.0225612,0.02327208,0.002349918,0.002065436,0.001402573,0.0007048807,0.006620621],"genre_scores_gemma":[0.9021372,0.06257475,0.02639658,0.002795431,0.002387019,0.0002952153,0.0008464301,0.0001093689,0.002457958],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1959343,"threshold_uncertainty_score":0.9995527,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1582069073748538,"score_gpt":0.3851819558620779,"score_spread":0.2269750484872241,"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."}}