{"id":"W6989696729","doi":"","title":"Building Connected Communities: Halton – 2016 Census Older Immigrants","year":2018,"lang":"en","type":"article","venue":"SOURCE Sheridan's Institutional Repository (Sheridan College)","topic":"Migration, Aging, and Tourism Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Loneliness; Census; Social isolation; Immigration; Isolation (microbiology); Resource (disambiguation)","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":[0.002970206,0.0003457069,0.0002276312,0.002484018,0.00293792,0.002859229,0.0009936653,0.000608291,0.01447721],"category_scores_gemma":[0.009000217,0.0004580731,0.000324529,0.003042907,0.0004994517,0.002690826,0.005628061,0.001246142,0.004154622],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005969457,"about_ca_system_score_gemma":0.01404345,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4035136,"about_ca_topic_score_gemma":0.6304521,"domain_scores_codex":[0.9988721,0.0003025392,0.0001307951,0.00007853421,0.0004472247,0.0001687581],"domain_scores_gemma":[0.9960912,0.0003213735,0.0002657796,0.0003310454,0.00197907,0.001011493],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0001209345,0.0002371404,0.05585239,0.0005763772,0.00002829176,0.0002797353,0.04331752,0.0002807514,0.0002017871,0.00566214,0.698153,0.19529],"study_design_scores_gemma":[0.00005944284,0.00007375156,0.1077145,0.000888777,0.00001821231,0.0001100833,0.05627791,0.0003366865,0.0002963467,0.001673585,0.8324995,0.00005116461],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3701693,0.00368352,0.003681486,0.03622305,0.002865559,0.006181994,0.2043187,0.001163069,0.3717133],"genre_scores_gemma":[0.5368998,0.01276293,0.02717305,0.006140488,0.0007477275,0.01391557,0.1882672,0.0007454516,0.2133478],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5964864,"threshold_uncertainty_score":0.8023297,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01341718572671137,"score_gpt":0.268348715176392,"score_spread":0.2549315294496806,"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."}}