{"id":"W7033971171","doi":"","title":"Social networks, identity, and access: Immigrants in Québec","year":2017,"lang":"en","type":"other","venue":"eScholarship@McGill (McGill)","topic":"Financial Crisis of the 21st Century","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Social capital; Social network (sociolinguistics); Immigration; Interpersonal ties; Citizenship; Survey data collection; Social engagement; Social network analysis","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","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001431852,0.0008120142,0.001660629,0.001120236,0.000850985,0.0005326688,0.0022951,0.001334987,0.0007529908],"category_scores_gemma":[0.0005960722,0.00107219,0.000384255,0.0003875139,0.0002242653,0.001786851,0.001464559,0.001392913,0.0009634477],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006511069,"about_ca_system_score_gemma":0.0000208455,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01928637,"about_ca_topic_score_gemma":0.03567023,"domain_scores_codex":[0.9960893,0.000101372,0.001060815,0.00151153,0.0001944575,0.001042521],"domain_scores_gemma":[0.9967502,0.00006309742,0.001751276,0.001153338,0.00004525013,0.0002367956],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001355947,0.0004652,0.01174751,0.0006249059,0.0005074985,0.0002277056,0.00001233514,0.00001702718,0.0000229618,0.8975163,0.01960255,0.06912047],"study_design_scores_gemma":[0.001350655,0.00003694529,0.02142196,0.0003830921,0.00004214278,0.000009044825,0.000007827684,0.00002703,0.00001843075,0.1029149,0.8724727,0.001315328],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0405857,0.01254819,0.000002768206,0.0001417181,0.003418701,0.001032555,0.003657014,0.0003115743,0.9383018],"genre_scores_gemma":[0.7716271,0.0110147,0.0002758938,0.0006933958,0.0007496462,0.0001376067,0.0001613607,0.001452811,0.2138875],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8528701,"threshold_uncertainty_score":0.9999615,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04321659249738557,"score_gpt":0.2694717896875725,"score_spread":0.2262551971901869,"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."}}