{"id":"W2552609584","doi":"","title":"The Social & Policy Implications of Meaningful Community Engagement in Racialized Immigrant Communities in Halifax","year":2013,"lang":"en","type":"article","venue":"","topic":"Migration, Ethnicity, and Economy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Immigration; Sociology; Political science; Gender studies","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001401633,0.000189189,0.0001915524,0.0003799762,0.01342042,0.003272886,0.0008603972,0.001519014,0.007306391],"category_scores_gemma":[0.002357146,0.0001239023,0.0001507097,0.0004661063,0.006595996,0.001446448,0.005814436,0.001960539,0.0001940314],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008921956,"about_ca_system_score_gemma":0.02148799,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2873211,"about_ca_topic_score_gemma":0.4976075,"domain_scores_codex":[0.9982359,0.0008783097,0.00001850446,0.00004311897,0.00005211667,0.0007719733],"domain_scores_gemma":[0.9980198,0.000547558,0.0001509964,0.00004982611,0.0001730715,0.00105873],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0007283944,0.0005889605,0.1466769,0.0005306914,0.00006739717,0.006677015,0.5140013,0.001049529,0.002587974,0.2279057,0.02115427,0.07803201],"study_design_scores_gemma":[0.00002613337,0.00007708235,0.06954145,0.0002696444,0.0000190716,0.0002436285,0.8957176,0.0003330861,0.0003276432,0.0108934,0.02252719,0.0000239177],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9317591,0.0005871894,0.0001589767,0.03925728,0.00008267391,0.00002218882,0.0000429893,0.000005587468,0.02808399],"genre_scores_gemma":[0.9958852,0.0001730581,0.00007009987,0.001533625,0.000007168266,0.0000276946,0.000007624134,0.000001389263,0.002294109],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7126789,"threshold_uncertainty_score":0.5712973,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09274498190742646,"score_gpt":0.3636191989663158,"score_spread":0.2708742170588893,"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."}}