{"id":"W2057455033","doi":"10.1016/j.cities.2009.12.009","title":"What attracts and retains knowledge workers/students: The quality of place or career opportunities? The cases of Montreal and Ottawa","year":2010,"lang":"en","type":"article","venue":"Cities","topic":"Cultural Industries and Urban Development","field":"Social Sciences","cited_by":127,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université TÉLUQ; York University","funders":"École de technologie supérieure","keywords":"Creative class; Creativity; Graduation (instrument); Quality (philosophy); Relevance (law); Human capital; Test (biology); Class (philosophy); Sociology; Public relations; Marketing; Psychology; Economic growth; Political science; Business; Social psychology; Engineering; Economics; Computer science; Epistemology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.002985466,0.0004359415,0.0004439231,0.002708026,0.0334644,0.008842275,0.002931858,0.002753119,0.008305247],"category_scores_gemma":[0.007018213,0.0004345843,0.0005486782,0.004907578,0.01374648,0.002523428,0.005149376,0.002422393,0.000269656],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.08806878,"about_ca_system_score_gemma":0.0751419,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9902732,"about_ca_topic_score_gemma":0.998305,"domain_scores_codex":[0.9937358,0.001202015,0.00005695604,0.0002135588,0.0005720465,0.004219529],"domain_scores_gemma":[0.9938979,0.0009603783,0.0005193204,0.0002117365,0.0009029566,0.003507826],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003523316,0.0004354228,0.3901383,0.0003798637,0.0002174592,0.01097858,0.2367178,0.002019786,0.001600124,0.2298526,0.05674292,0.07056469],"study_design_scores_gemma":[0.00007402195,0.0001076431,0.321858,0.0003886762,0.0001722832,0.0008496956,0.5220125,0.0007012921,0.0006452712,0.003696202,0.1492694,0.0002251214],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8401983,0.002064279,0.0004121426,0.02532189,0.0001342427,0.0001385646,0.0002668451,0.00003452615,0.1314292],"genre_scores_gemma":[0.9840598,0.0004004233,0.0002045284,0.001026704,0.00001910326,0.0000258139,0.00003531088,0.00001214199,0.01421609],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08806878,"threshold_uncertainty_score":0.6389867,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2043635808935591,"score_gpt":0.3723971156758024,"score_spread":0.1680335347822433,"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."}}