{"id":"W2303141492","doi":"10.14288/1.0093274","title":"The locational needs of the elderly for housing","year":2011,"lang":"en","type":"article","venue":"cIRcle (University of British Columbia)","topic":"Migration, Aging, and Tourism Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Business","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":[0.0005280708,0.00008220221,0.0001539848,0.0004640571,0.000862496,0.0006549023,0.0001509931,0.0002921654,0.001975592],"category_scores_gemma":[0.002095639,0.000096549,0.0001016221,0.0004027583,0.000457924,0.0005890693,0.000556276,0.0001983577,0.0001891779],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003179104,"about_ca_system_score_gemma":0.0006139179,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0155384,"about_ca_topic_score_gemma":0.04098747,"domain_scores_codex":[0.9996897,0.0001094462,0.00002086508,0.00001732904,0.0000772056,0.00008541286],"domain_scores_gemma":[0.9994251,0.00012239,0.0001500337,0.00002076392,0.0001455346,0.0001362583],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001011107,0.00009180389,0.8834069,0.000123675,0.00002112003,0.001457345,0.04073171,0.000462005,0.002332203,0.001550485,0.001866772,0.06785496],"study_design_scores_gemma":[0.000004860479,0.0002457949,0.8253038,0.0001090301,0.00002243317,0.002602338,0.1625023,0.0004603692,0.0002380667,0.001024808,0.007461464,0.00002475228],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982821,0.0002010346,0.00006440052,0.0002911841,0.000002778257,0.000001409786,0.00001395089,9.1706e-7,0.001142378],"genre_scores_gemma":[0.9992716,0.0002220906,0.00007928775,0.00003883661,0.000004406268,9.183665e-7,0.00001149803,3.27883e-7,0.0003710724],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9844616,"threshold_uncertainty_score":0.03089589,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01794257782346547,"score_gpt":0.1970611384574877,"score_spread":0.1791185606340222,"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."}}