{"id":"W2739159441","doi":"10.1093/geront/gnx121","title":"Contextual Factors for Aging Well: Creating Socially Engaging Spaces Through the Use of Deliberative Dialogues","year":2017,"lang":"en","type":"article","venue":"The Gerontologist","topic":"Migration, Aging, and Tourism Studies","field":"Social Sciences","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"Fraser Institute; University of Alberta; Simon Fraser University","funders":"Vancouver Foundation","keywords":"Public relations; Service provider; Stakeholder; Business; Amenity; Service delivery framework; Service (business); Sociology; Knowledge management; Marketing; Political science","routes":{"ca_aff":true,"ca_fund":true,"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":[0.02940074,0.00130454,0.0006017101,0.002824594,0.01353931,0.01239737,0.002841,0.002375767,0.003971264],"category_scores_gemma":[0.03385834,0.0007410655,0.001158889,0.001328032,0.02865066,0.01323118,0.02297022,0.003216513,0.0005562076],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003635863,"about_ca_system_score_gemma":0.008428294,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002517685,"about_ca_topic_score_gemma":0.005050894,"domain_scores_codex":[0.9470651,0.04815744,0.0007094186,0.001551802,0.00114621,0.001369965],"domain_scores_gemma":[0.9593205,0.03238007,0.001992274,0.002568573,0.001060882,0.002677694],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00006143902,0.0001619847,0.00346983,0.0007702003,0.00003686881,0.0006643852,0.9259869,0.0005895842,0.0009336286,0.02875984,0.002100962,0.03646443],"study_design_scores_gemma":[0.00005363469,0.0002305378,0.003209535,0.001420767,0.00008665762,0.0005859934,0.7893504,0.001299289,0.001292888,0.0740456,0.1283328,0.00009189384],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5811064,0.00668422,0.2235008,0.03157603,0.001055162,0.003077025,0.0002086186,0.0009492535,0.1518426],"genre_scores_gemma":[0.9324875,0.001446708,0.0600405,0.00110186,0.00008048945,0.001296715,0.00006811028,0.0001255491,0.003352605],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02940074,"threshold_uncertainty_score":0.1554879,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2388437213276396,"score_gpt":0.3793886442021696,"score_spread":0.14054492287453,"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."}}