{"id":"W2110519847","doi":"","title":"Intégration sociale et scolaire des familles immigrantes au Québec","year":2007,"lang":"fr","type":"article","venue":"Informations sociales","topic":"Social Sciences and Governance","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Political science; Immigration; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":["sts"],"category_scores_codex":[0.002457109,0.0002562759,0.0002875706,0.0001200144,0.004454812,0.0003262554,0.0004506399,0.0003707146,0.0001700483],"category_scores_gemma":[0.0008857025,0.000277307,0.0002716931,0.001593812,0.004612023,0.003322463,0.00007881477,0.0002858753,0.000398413],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002769961,"about_ca_system_score_gemma":0.00933918,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8477622,"about_ca_topic_score_gemma":0.9841344,"domain_scores_codex":[0.9971481,0.0002010169,0.0007320774,0.0002103934,0.0008095861,0.0008988397],"domain_scores_gemma":[0.9980476,0.0005881049,0.0005569806,0.0001459979,0.0004359969,0.0002252922],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.000007421684,0.0000804996,0.03076454,0.00003972902,0.00003230994,0.000001362658,0.3069209,0.0000191677,0.00001498535,0.4101613,0.005751146,0.2462066],"study_design_scores_gemma":[0.0003204716,0.00006227066,0.4570634,0.0001750997,0.00005284807,0.000002442318,0.3071162,0.00007327939,0.00005801251,0.01931461,0.2152554,0.0005060027],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8375179,0.003379232,0.00480991,0.02574547,0.002133609,0.0004276215,0.0001095831,0.0001627525,0.1257139],"genre_scores_gemma":[0.9875803,0.001146809,0.0009915004,0.0009412685,0.001244303,0.00002093826,0.00002295607,0.00001635093,0.008035582],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4262988,"threshold_uncertainty_score":0.9999679,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05210184872665094,"score_gpt":0.3385202379706806,"score_spread":0.2864183892440297,"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."}}