{"id":"W2052582592","doi":"10.1353/ces.2013.0041","title":"Examining Bonding and Bridging Activities in the Context of a Common Spaces Approach to Integration","year":2013,"lang":"fr","type":"article","venue":"Canadian ethnic studies","topic":"Social Capital and Networks","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Bridging (networking); Ethnic group; Immigration; Social integration; Context (archaeology); Sociology; Computer science; Geography; Anthropology; Computer security","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007725313,0.0001318625,0.000299333,0.0001238285,0.0003089696,0.00004028734,0.000151461,0.0001013688,0.00001143706],"category_scores_gemma":[0.0002573487,0.0001087083,0.00003221891,0.00059351,0.000845292,0.0002564821,0.00004132995,0.0002217873,0.000004324059],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002814887,"about_ca_system_score_gemma":0.0001058138,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5456518,"about_ca_topic_score_gemma":0.8504871,"domain_scores_codex":[0.9987348,0.0003307954,0.0001890818,0.0001771435,0.0001611725,0.0004070291],"domain_scores_gemma":[0.9989215,0.0007263768,0.00007936332,0.00008310121,0.00005593655,0.0001337205],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000001195131,0.000009639692,0.001452997,0.00002425065,0.00003207424,0.000001135652,0.575445,0.000001929197,0.000008789872,0.02250631,0.006992728,0.393524],"study_design_scores_gemma":[0.00007539942,0.00004289298,0.1058726,0.0002223328,0.00002073916,0.000001096624,0.8914695,0.00008866665,0.00001536543,0.00119576,0.0008726349,0.0001229603],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8131663,0.1579773,0.000009068572,0.0115874,0.0005407053,0.0004590918,0.000007559547,0.000006738995,0.01624581],"genre_scores_gemma":[0.9923459,0.004085898,0.00004449793,0.001120413,0.0002749096,0.00008760042,0.000001314655,0.000007566317,0.002031929],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.393401,"threshold_uncertainty_score":0.4573737,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1946846749148863,"score_gpt":0.3555296444255134,"score_spread":0.160844969510627,"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."}}