{"id":"W2179590937","doi":"10.5539/ies.v8n12p157","title":"Local Integration Ontological Model of Creative Class Migrants for Creative Cities","year":2015,"lang":"en","type":"article","venue":"International Education Studies","topic":"Cultural Industries and Urban Development","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Creative class; Class (philosophy); Creative city; Sociology; Social integration; Chiang mai; Social class; Creativity; Mathematics education; Psychology; Social psychology; Political science; Socioeconomics; Computer science; Anthropology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002236091,0.0003553831,0.0002697684,0.002194757,0.004502028,0.004960049,0.001406303,0.001370825,0.005691512],"category_scores_gemma":[0.003026052,0.0003231883,0.001238233,0.002532886,0.004323023,0.007615961,0.004083374,0.001722888,0.0008574132],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005063291,"about_ca_system_score_gemma":0.006390001,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02628631,"about_ca_topic_score_gemma":0.02987523,"domain_scores_codex":[0.9983965,0.000670845,0.0001427971,0.0002149471,0.0003361685,0.0002386633],"domain_scores_gemma":[0.9987509,0.0004317217,0.0001557256,0.0001683465,0.000283662,0.0002095186],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00007008801,0.0002095083,0.01718517,0.0002868857,0.00002494833,0.001417717,0.1191953,0.002387271,0.001887473,0.8107319,0.004991069,0.04161269],"study_design_scores_gemma":[0.0000650743,0.0001058689,0.02507083,0.0009319917,0.0001454747,0.001842212,0.2514108,0.04300585,0.002150713,0.2271033,0.4480335,0.0001343068],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.3888569,0.0005704376,0.3044905,0.00764519,0.000239856,0.001651279,0.001217587,0.0006768122,0.2946515],"genre_scores_gemma":[0.8752822,0.0003803194,0.09613655,0.000410183,0.00002765916,0.001057622,0.001458538,0.0001192401,0.02512765],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02628631,"threshold_uncertainty_score":0.0522666,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3187223756184406,"score_gpt":0.4532763121163727,"score_spread":0.1345539364979321,"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."}}