{"id":"W4403064544","doi":"10.3390/su16198571","title":"Functional and Aesthetic Factors for Well-Being in Age-Friendly Residential Areas (AFRA) in Poland: An International Comparative Perspective","year":2024,"lang":"en","type":"article","venue":"Sustainability","topic":"Migration, Aging, and Tourism Studies","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Narodowym Centrum Nauki","keywords":"Perspective (graphical); Geography; Regional science; Art; Visual arts","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":[],"consensus_categories":[],"category_scores_codex":[0.000715789,0.000101569,0.0001473155,0.0001982222,0.0002748375,0.0001503014,0.0000884492,0.0000543148,0.00004932845],"category_scores_gemma":[0.000469498,0.00009554201,0.00004648463,0.0002286752,0.0003183755,0.0004718517,0.00003250443,0.000131556,8.575801e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001095835,"about_ca_system_score_gemma":0.0003965946,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.03834768,"about_ca_topic_score_gemma":0.1853957,"domain_scores_codex":[0.9988207,0.0001959805,0.0001759774,0.0003568683,0.0002202867,0.000230198],"domain_scores_gemma":[0.9992967,0.0002239802,0.00002970188,0.00007426299,0.0003217174,0.00005362497],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.00006344341,0.00006823245,0.235318,0.00002201748,0.0000112987,0.00001173968,0.5795283,0.00003333129,9.627571e-7,0.1845256,0.0002354154,0.0001815985],"study_design_scores_gemma":[0.0002183945,0.00004571,0.6589695,0.00001139023,0.00000627076,4.576413e-7,0.1200859,0.0002157102,0.000003551829,0.2177022,0.002648243,0.00009259453],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9932815,0.0001575204,0.0003616967,0.002477084,0.0003177842,0.0004785804,0.000007448092,0.0000427505,0.00287558],"genre_scores_gemma":[0.9988754,0.00002256895,0.00003562474,0.00001142055,0.0001613567,0.00004881144,0.00001378748,0.000005125601,0.000825913],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4594424,"threshold_uncertainty_score":0.968056,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01882903418570979,"score_gpt":0.3488848776588318,"score_spread":0.330055843473122,"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."}}