{"id":"W4402221002","doi":"10.32920/26937571","title":"Aging in Urban Canada","year":2024,"lang":"en","type":"preprint","venue":"","topic":"Migration, Aging, and Tourism Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Economic geography; Political science; Regional science; Geography","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":[0.0007613167,0.0003894026,0.000290906,0.001679232,0.01014467,0.004450766,0.0006678508,0.0006399095,0.02430274],"category_scores_gemma":[0.001844793,0.0001920824,0.0003775647,0.005702297,0.001337849,0.0009021032,0.001642641,0.0008117468,0.002611973],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.06819462,"about_ca_system_score_gemma":0.1781278,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9965768,"about_ca_topic_score_gemma":0.9984642,"domain_scores_codex":[0.9992842,0.00005384998,0.00001580934,0.00006631853,0.0002816373,0.0002982148],"domain_scores_gemma":[0.9989946,0.00004998406,0.00003243891,0.00002297463,0.0006815215,0.0002184195],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001635653,0.00002439502,0.01437646,0.0002014005,0.00001036316,0.0001876557,0.009995742,0.0004077424,0.00008032325,0.06702921,0.8182092,0.0894612],"study_design_scores_gemma":[0.000006811105,0.00001118111,0.06394462,0.0003410557,0.00001576337,0.00009659005,0.01493857,0.0003441179,0.0001120696,0.002838138,0.9173186,0.00003246631],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.08243113,0.04651029,0.001329519,0.09255385,0.003688255,0.0002115054,0.02271608,0.0003409859,0.7502185],"genre_scores_gemma":[0.3523385,0.05279671,0.001883873,0.009874142,0.0005963144,0.0001825465,0.009126686,0.0002669349,0.5729343],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.06819462,"threshold_uncertainty_score":0.4947889,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01469053673232901,"score_gpt":0.2830352357694257,"score_spread":0.2683446990370967,"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."}}