{"id":"W3014419099","doi":"10.5539/jsd.v13n2p65","title":"The Necessity of Preparing Urban Design Guidelines to Improve Quality of Life – For Thao Dien, Ho Chi Minh City, Vietnam","year":2020,"lang":"en","type":"article","venue":"Journal of Sustainable Development","topic":"Place Attachment and Urban Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ho chi minh; Limiting; Quality (philosophy); Human life; Process (computing); Life quality; Quality of life (healthcare); Business; Scale (ratio); Psychology; Political science; Engineering; Geography; Computer science; Medicine; Law","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005963007,0.0001406928,0.0004935015,0.00007047928,0.0007235804,0.0000659248,0.0005262347,0.0000567418,0.000005244973],"category_scores_gemma":[0.00594679,0.00009842541,0.0001441046,0.0003575187,0.0001237567,0.0002595458,0.0002495751,0.0001052682,6.223656e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002363591,"about_ca_system_score_gemma":0.001633551,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001061955,"about_ca_topic_score_gemma":0.0001295044,"domain_scores_codex":[0.9973237,0.0001829276,0.001190105,0.0001578952,0.0007047869,0.000440619],"domain_scores_gemma":[0.9960653,0.0004790435,0.001060819,0.0001033119,0.002059236,0.0002322633],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.003862046,0.0003768271,0.211266,0.001044183,0.001218052,0.00001470318,0.2030638,0.0004706192,0.002717626,0.008783006,0.5597686,0.007414511],"study_design_scores_gemma":[0.002335079,0.0009123571,0.07296809,0.0001992618,0.0001393076,7.151625e-7,0.3271356,0.00007946216,0.01415953,0.001537285,0.5799497,0.0005835894],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9448079,0.003128151,0.02308034,0.023691,0.0004451684,0.001883188,0.000005858092,0.00002532509,0.002933051],"genre_scores_gemma":[0.9823803,0.0001921374,0.01340634,0.0003985281,0.0002902483,0.00003116658,5.022534e-7,0.000009992218,0.003290791],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.138298,"threshold_uncertainty_score":0.7119293,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1035462290614761,"score_gpt":0.3752614178229939,"score_spread":0.2717151887615179,"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."}}