{"id":"W4383911983","doi":"10.3390/su151410791","title":"Impact of Spatial Configuration on Promoting Lifelong Learning Development in Pathum Thani, Thailand","year":2023,"lang":"en","type":"article","venue":"Sustainability","topic":"Socioeconomic Development in Asia","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"Office of National Higher Education Science Research and Innovation Policy Council","keywords":"Prosperity; Centrality; Lifelong learning; Sustainability; Geography; Sustainable development; Economic growth; Strengths and weaknesses; Population; Environmental planning; Political science; Psychology; Sociology; Pedagogy","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006582481,0.000240872,0.0001336808,0.0005985704,0.001079876,0.002006934,0.0004174678,0.0001713064,0.003621837],"category_scores_gemma":[0.002383418,0.000115608,0.0001418485,0.001286025,0.0008736453,0.000870287,0.002339226,0.0002564525,0.000261208],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001511023,"about_ca_system_score_gemma":0.003135663,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01944634,"about_ca_topic_score_gemma":0.05810858,"domain_scores_codex":[0.9992162,0.0004305104,0.00003960554,0.0000523546,0.0001055279,0.0001558571],"domain_scores_gemma":[0.9977035,0.0005026722,0.0004502067,0.00007079864,0.0003505922,0.0009222162],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003938384,0.0007157827,0.7733518,0.001023887,0.0001014137,0.002816905,0.02368715,0.003905389,0.003647857,0.00362083,0.002464794,0.1842702],"study_design_scores_gemma":[0.00003462124,0.0009033893,0.8960358,0.0003910272,0.00009622882,0.0007326,0.08026353,0.002553358,0.001097545,0.001725276,0.01611415,0.00005253049],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.98888,0.0002772448,0.0002710855,0.0002409437,0.000006935244,0.0000409944,0.0001382251,0.00001771287,0.01012682],"genre_scores_gemma":[0.9984698,0.0002371129,0.000395642,0.00001269695,0.000002251358,0.00002190034,0.00005340499,0.000002211267,0.000804963],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01944634,"threshold_uncertainty_score":0.03866631,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0185675378128978,"score_gpt":0.3399729321733612,"score_spread":0.3214053943604634,"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."}}