{"id":"W4387368711","doi":"10.1080/02697459.2023.2259752","title":"Do young adults want to live downtown? Understanding attitudes in Prince George, BC","year":2023,"lang":"en","type":"article","venue":"Planning Practice and Research","topic":"Urban Transport and Accessibility","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Northern British Columbia","funders":"","keywords":"Downtown; George (robot); Population; Geography; Phenomenon; Boom; Sociology; Economic growth; History; Demography; Engineering; Economics; Archaeology","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":[0.0008127084,0.0001304558,0.0001718749,0.0005472012,0.003531298,0.001802301,0.0003645419,0.000487577,0.003339842],"category_scores_gemma":[0.002177831,0.0001937315,0.0001585901,0.0007995276,0.0009898635,0.0008076406,0.0008764546,0.001328043,0.0004684734],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005347236,"about_ca_system_score_gemma":0.004334804,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7888201,"about_ca_topic_score_gemma":0.8864869,"domain_scores_codex":[0.9996067,0.0001118924,0.00002102346,0.00003513483,0.000118845,0.0001065342],"domain_scores_gemma":[0.9981465,0.0003112743,0.0002646577,0.00002591414,0.0005244592,0.0007271569],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003246979,0.0001635248,0.5418965,0.000143519,0.00002705979,0.00103759,0.420026,0.00004351768,0.0006189303,0.000782268,0.009137197,0.02609141],"study_design_scores_gemma":[0.000002483234,0.00005177937,0.3732235,0.0002492633,0.00001307499,0.0003427844,0.6095449,0.00006801494,0.00009105971,0.00009175359,0.01630743,0.00001411801],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9888389,0.0004578466,0.00003593348,0.002605935,0.00002379091,0.00001970484,0.00009288031,0.000001745823,0.007923258],"genre_scores_gemma":[0.993385,0.001607673,0.0001053131,0.001243974,0.000009084078,0.00002581134,0.00007445034,0.000002762295,0.003545905],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2111799,"threshold_uncertainty_score":0.4248471,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2068328092635069,"score_gpt":0.485032955102147,"score_spread":0.2782001458386401,"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."}}