{"id":"W4390082375","doi":"10.1093/geroni/igad104.1506","title":"RESEARCH TO STRENGTHEN, INNOVATE, AND TRANSFORM AGE-FRIENDLY COMMUNITY PRACTICE","year":2023,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Migration, Aging, and Tourism Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Operationalization; Equity (law); Social justice; Conceptual framework; Sociology; Public relations; Political science; Psychology; Social 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":[0.05210295,0.0004234669,0.000934515,0.00283593,0.006625014,0.01103087,0.002965241,0.003355247,0.00915663],"category_scores_gemma":[0.06960297,0.0003825653,0.0009056786,0.002355655,0.01136096,0.01342267,0.01057894,0.004453353,0.001165144],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007280457,"about_ca_system_score_gemma":0.04332114,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006648604,"about_ca_topic_score_gemma":0.01122375,"domain_scores_codex":[0.9476334,0.04165384,0.0009282676,0.001852892,0.004403224,0.003528443],"domain_scores_gemma":[0.9056584,0.04693291,0.009816067,0.007516026,0.01224893,0.01782771],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001541215,0.00252409,0.04861704,0.005907409,0.0002506169,0.0005109407,0.2004223,0.0004727032,0.0008287599,0.1587151,0.05982071,0.5217763],"study_design_scores_gemma":[0.0001571844,0.00117186,0.0464106,0.02732603,0.0001729983,0.000509415,0.4254908,0.0006906887,0.001282736,0.09691124,0.3997544,0.0001220094],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.337034,0.06937244,0.02200207,0.3405194,0.003748772,0.001614581,0.000180923,0.0003722274,0.2251556],"genre_scores_gemma":[0.941288,0.02097909,0.01596879,0.01512118,0.0005372993,0.0005530568,0.00006925836,0.00003985583,0.005443475],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.05210295,"threshold_uncertainty_score":0.2755501,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1252701685889766,"score_gpt":0.4365943365950551,"score_spread":0.3113241680060785,"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."}}