{"id":"W4402223510","doi":"10.32920/26937553.v1","title":"Aging in Suburban 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; Regional science; Geography; Political science","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":[0.0005795772,0.0003185682,0.0002739906,0.001698871,0.007824198,0.003870801,0.0005934422,0.0004924876,0.01396168],"category_scores_gemma":[0.001365626,0.0001521601,0.0003134748,0.006632735,0.001268166,0.0009649392,0.001454192,0.0008109146,0.001186251],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.06678414,"about_ca_system_score_gemma":0.1477334,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9976791,"about_ca_topic_score_gemma":0.9989096,"domain_scores_codex":[0.9993421,0.00004907063,0.00001670794,0.00006868383,0.0002426057,0.0002808532],"domain_scores_gemma":[0.999109,0.00005010599,0.00003789019,0.00002196447,0.000561428,0.0002196486],"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":[0.00004264287,0.00003909891,0.05107876,0.0005005086,0.00002715094,0.0004476847,0.03501163,0.0009970646,0.0003248939,0.1169789,0.559984,0.2345677],"study_design_scores_gemma":[0.000005460161,0.00001670386,0.1453866,0.000446552,0.000020914,0.0001555609,0.03381209,0.0005174124,0.0001727858,0.003651751,0.8157617,0.00005242103],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.2427385,0.07352176,0.00204787,0.06753875,0.002658832,0.0001998302,0.02241942,0.0003249989,0.5885501],"genre_scores_gemma":[0.6443233,0.0897627,0.002614794,0.007188709,0.0003521479,0.0001276508,0.007332438,0.0002004912,0.2480976],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.06678414,"threshold_uncertainty_score":0.4845551,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01588971456913173,"score_gpt":0.2864981529594779,"score_spread":0.2706084383903462,"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."}}