{"id":"W7029955004","doi":"","title":"The Lively, Healing, and Intergenerational Semi-Open Spaces in Older Adults Care Homes’ Courtyard: Joyful Older Adults and Children","year":2023,"lang":"en","type":"dissertation","venue":"Spectrum Research Repository (Concordia University)","topic":"Assistive Technology in Communication and Mobility","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Loneliness; Independence (probability theory); Older people; Qualitative research; Quality of life (healthcare); Population; Anxiety; Social isolation; Space (punctuation)","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.001465544,0.000327041,0.000473339,0.0008050951,0.003716683,0.0001365179,0.001321703,0.0007700323,0.0000534976],"category_scores_gemma":[0.0003888009,0.0002971724,0.00007986011,0.0007706688,0.0006127317,0.0002136922,0.001418625,0.003128027,0.00002717482],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008779419,"about_ca_system_score_gemma":0.001485633,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.04166533,"about_ca_topic_score_gemma":0.3404848,"domain_scores_codex":[0.9949703,0.002343952,0.0005063927,0.0009311629,0.0004854171,0.0007628105],"domain_scores_gemma":[0.9963098,0.001496813,0.0003666322,0.0009275699,0.0006566563,0.0002425649],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001696721,0.0001180925,0.9667604,0.0005605471,0.0001815709,0.00008077591,0.01631408,8.27514e-7,0.00002880643,0.001751604,0.008274921,0.004231633],"study_design_scores_gemma":[0.001701404,0.0001246724,0.8766314,0.001502486,0.00002503442,0.000003660951,0.1154933,0.000048918,0.00008842875,0.00008669726,0.004039167,0.0002548391],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9768156,0.002281204,0.000002965909,0.001866786,0.0006456003,0.00297408,0.00006577341,0.000138317,0.01520969],"genre_scores_gemma":[0.9587994,0.004601137,0.00001641974,0.00002254865,0.0001616826,0.0001109883,0.0005630075,0.00005247576,0.03567233],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2988195,"threshold_uncertainty_score":0.999948,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02983278741592394,"score_gpt":0.3756504487412886,"score_spread":0.3458176613253646,"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."}}