{"id":"W4238988923","doi":"10.32920/ryerson.14645205","title":"Welcoming communities and immigrant integration in Newfoundland and Labrador","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Canadian Identity and History","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Immigration; Settlement (finance); Inclusion (mineral); Social integration; Community organization; Field (mathematics); Political science; Sociology; Economic growth; Geography; Gender studies; Public relations; Law; Business","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001252452,0.0002259939,0.0003785951,0.002129111,0.01389565,0.005341399,0.001232168,0.0006671345,0.00638119],"category_scores_gemma":[0.00261208,0.0002109975,0.0002927311,0.003229755,0.005534125,0.00174851,0.006993237,0.001536731,0.0002058064],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04944178,"about_ca_system_score_gemma":0.03698095,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9690962,"about_ca_topic_score_gemma":0.9881959,"domain_scores_codex":[0.9978663,0.0003663285,0.00004065063,0.0001252369,0.0002000919,0.001401309],"domain_scores_gemma":[0.9973538,0.0002389904,0.0004755558,0.00005996675,0.0003530197,0.001518698],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003293536,0.0004485827,0.2880257,0.0002628998,0.00008945148,0.002879899,0.5519436,0.0003685023,0.0006081337,0.03929285,0.01828061,0.09747034],"study_design_scores_gemma":[0.00002154607,0.0000534884,0.412428,0.0003759057,0.00003117509,0.0002386649,0.544558,0.000103137,0.000113145,0.0007911993,0.04124764,0.00003808369],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.964038,0.001597704,0.00005787192,0.00404598,0.0000609589,0.00002290518,0.0001442986,0.000006721444,0.03002574],"genre_scores_gemma":[0.9917521,0.0007828949,0.0000795642,0.0003330516,0.00001227224,0.00001832818,0.00007991599,0.000004977806,0.006936971],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04944178,"threshold_uncertainty_score":0.3587269,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02102107865601295,"score_gpt":0.2528598485097474,"score_spread":0.2318387698537344,"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."}}