{"id":"W4393931007","doi":"10.1080/23748834.2024.2328953","title":"Older adult perceptions of play and play-enabling public space","year":2024,"lang":"en","type":"article","venue":"Cities & Health","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Space (punctuation); Perception; Public space; Psychology; Computer science; Architectural engineering; Engineering; Neuroscience","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00332858,0.00007928341,0.0001842205,0.0001940154,0.0006067982,0.0001747333,0.000137338,0.0000681887,0.0003933826],"category_scores_gemma":[0.001289633,0.00007570952,0.00004173146,0.0004432362,0.0007122179,0.0003224568,0.00005697887,0.0002445946,0.00002698118],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000208231,"about_ca_system_score_gemma":0.00188856,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003489311,"about_ca_topic_score_gemma":0.001892415,"domain_scores_codex":[0.9975847,0.000929412,0.000220257,0.000219314,0.0004604489,0.0005858416],"domain_scores_gemma":[0.9985347,0.0007480656,0.0000427559,0.00013182,0.0001306922,0.0004119766],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.000009538264,0.0000629245,0.01076204,0.0006964156,0.00003659878,0.000006818466,0.3436894,0.000002590442,0.0003140358,0.5833908,0.01498284,0.04604596],"study_design_scores_gemma":[0.0006309752,0.000554203,0.08505134,0.001226477,0.00002961251,0.000006723782,0.5356392,0.001934607,0.0002609369,0.01413602,0.3599128,0.0006171854],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.958405,0.004038604,0.002465237,0.0208142,0.0004143606,0.0003767811,0.00004018628,0.0001748099,0.01327079],"genre_scores_gemma":[0.9941013,0.001338398,0.001084118,0.0003598433,0.0002303873,0.00003097281,0.000002529613,0.00001363213,0.00283876],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5692548,"threshold_uncertainty_score":0.5274818,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.403582935392768,"score_gpt":0.6017250954768673,"score_spread":0.1981421600840992,"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."}}