{"id":"W4402222813","doi":"10.32920/26937568","title":"Aging in Rural 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":"Political science; Business; Economic geography; 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":[0.0005631681,0.0003054404,0.0002162051,0.001002228,0.009865144,0.003900354,0.0004783718,0.0006687081,0.02443308],"category_scores_gemma":[0.001610075,0.0001482466,0.0002555065,0.003718909,0.001249583,0.0008214782,0.001267721,0.0007513343,0.002629561],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04235366,"about_ca_system_score_gemma":0.1360228,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9935148,"about_ca_topic_score_gemma":0.9973218,"domain_scores_codex":[0.9995516,0.00003671839,0.000008587658,0.00004566928,0.0001707092,0.0001866582],"domain_scores_gemma":[0.9992949,0.00004065214,0.0000231326,0.0000161673,0.0004693318,0.0001558325],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.00001342324,0.00001976981,0.009435698,0.0001988007,0.000007567115,0.000219634,0.01164586,0.0003225344,0.0001379731,0.06873762,0.8163707,0.09289047],"study_design_scores_gemma":[0.000005734353,0.00001134674,0.04049711,0.0002571689,0.000009730808,0.0001257674,0.01499191,0.000232854,0.0001038981,0.003285534,0.9404547,0.0000242709],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.06608482,0.03737236,0.001282073,0.1011953,0.003092901,0.0001465597,0.01216173,0.0002668416,0.7783974],"genre_scores_gemma":[0.3271625,0.0522804,0.001648089,0.01215597,0.0005031924,0.0001284856,0.004422362,0.000195185,0.6015038],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04235366,"threshold_uncertainty_score":0.3072987,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01246455282357501,"score_gpt":0.287109440758668,"score_spread":0.274644887935093,"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."}}