{"id":"W4412775754","doi":"10.3389/fresc.2025.1624771","title":"The role of place types on social relationships and satisfaction as influenced by COVID and disabilities","year":2025,"lang":"en","type":"article","venue":"Frontiers in Rehabilitation Sciences","topic":"Place Attachment and Urban Studies","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"National Institute on Disability, Independent Living, and Rehabilitation Research; Administration for Community Living","keywords":"Recreation; Psychology; Quality of life (healthcare); Pandemic; Gerontology; Life satisfaction; Population; Coronavirus disease 2019 (COVID-19); Social psychology; Medicine; Environmental health; Political science; Disease","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"],"consensus_categories":["sts"],"category_scores_codex":[0.002182681,0.00005630122,0.0001033377,0.0001004929,0.001603841,0.00007452181,0.00008611225,0.00004787233,0.000002435279],"category_scores_gemma":[0.004779395,0.00004310745,0.00001602357,0.000431276,0.003034868,0.0002642625,0.00002265926,0.00007522505,5.558861e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008344929,"about_ca_system_score_gemma":0.0001123344,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007446239,"about_ca_topic_score_gemma":0.001299927,"domain_scores_codex":[0.9988565,0.0004214215,0.0001723886,0.0001728746,0.0002498826,0.0001268629],"domain_scores_gemma":[0.9968081,0.003014324,0.00006750625,0.00004448037,0.00004389201,0.00002169477],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002981558,0.000007861749,0.8746142,0.000006817793,0.000005040563,6.008366e-9,0.02516585,0.00001262805,0.00002117708,0.08543253,0.006541016,0.008163041],"study_design_scores_gemma":[0.0001501217,0.00007740593,0.4441415,0.00002186757,0.000006899624,1.97629e-8,0.3980391,0.00009321041,0.00001973663,0.1302139,0.02717171,0.00006453074],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9759012,0.00232376,0.00002856598,0.01139764,0.0001979353,0.0002293045,0.000004403643,0.000014789,0.009902424],"genre_scores_gemma":[0.998553,0.0002491538,0.000443527,0.00004213258,0.000009318145,0.00002613752,4.117186e-7,0.000001141944,0.0006752115],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4304727,"threshold_uncertainty_score":0.999696,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01670809752769128,"score_gpt":0.3315250692253391,"score_spread":0.3148169716976478,"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."}}