{"id":"W2024948805","doi":"10.1606/1044-3894.3438","title":"Community Development with Older Adults in Their Neighborhoods: The Elder Friendly Communities Program","year":2005,"lang":"en","type":"article","venue":"Families in Society The Journal of Contemporary Social Services","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":40,"is_retracted":false,"has_abstract":true,"ca_institutions":"Calgary Laboratory Services; University of Calgary","funders":"","keywords":"Social work; Scope (computer science); Gerontology; Focus group; Community development; Public relations; Work (physics); Sociology; Dependency (UML); Psychology; Medicine; Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.003008771,0.0002484849,0.0004779835,0.00006447112,0.001994828,0.00002949656,0.001062821,0.000218921,0.00003252372],"category_scores_gemma":[0.000007785911,0.0001279401,0.0001603012,0.0005003143,0.0003406291,0.0004243619,0.0002257997,0.002429399,0.000003487345],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002197789,"about_ca_system_score_gemma":0.0006655939,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.008230337,"about_ca_topic_score_gemma":0.02971133,"domain_scores_codex":[0.9958212,0.002345453,0.0009705508,0.00007423804,0.000370591,0.0004179089],"domain_scores_gemma":[0.997484,0.001027958,0.0008018886,0.0002998709,0.000335443,0.00005086347],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0004847769,0.0004313696,0.06308129,0.0002493268,0.0001182958,0.000001165558,0.9177212,0.000006198955,0.00000197962,0.00003221153,0.004094172,0.01377798],"study_design_scores_gemma":[0.001457846,0.0001503466,0.2784793,0.0007762387,0.0000153949,0.000002395962,0.6935173,0.00002084911,0.000008359979,0.00008651645,0.02536838,0.0001170855],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9868068,0.003665158,0.00001260866,0.00465987,0.0002727747,0.0008012371,0.000008134476,0.00003613265,0.003737268],"genre_scores_gemma":[0.9966459,0.0005213478,0.0004157349,0.001897966,0.0003389953,0.00006020223,0.00001654189,0.00002687787,0.00007640104],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2242039,"threshold_uncertainty_score":0.999872,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02933519308854677,"score_gpt":0.3328212332209146,"score_spread":0.3034860401323679,"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."}}