{"id":"W2021864634","doi":"10.5539/ass.v11n12p62","title":"Community Involvement in Urban Environmental Management System","year":2015,"lang":"en","type":"article","venue":"Asian Social Science","topic":"Urban and Rural Development Challenges","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Business; Government (linguistics); Environmental planning; Vulnerability (computing); Urban management; Urban community; Enforcement; Environmental resource management; Local government; Urban planning; Urban ecosystem; Environmental management system; Political science; Geography; Socioeconomics; Public administration; Engineering; Sociology; Environmental science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002780863,0.0002045519,0.0001547598,0.001000314,0.003011564,0.00237696,0.0007006828,0.0006196222,0.007459182],"category_scores_gemma":[0.005518046,0.0001829401,0.0001968146,0.0007188908,0.001257886,0.001251305,0.003936368,0.0009457272,0.0003164429],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001575524,"about_ca_system_score_gemma":0.002880955,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007242412,"about_ca_topic_score_gemma":0.01504823,"domain_scores_codex":[0.9952153,0.002528606,0.000190812,0.0002808478,0.000862357,0.0009220458],"domain_scores_gemma":[0.9932997,0.001151304,0.001392077,0.0002903665,0.001080945,0.002785553],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001478103,0.001689108,0.6989887,0.000411595,0.0001199691,0.002289299,0.09710377,0.0007388683,0.003278404,0.0111875,0.007619216,0.1764256],"study_design_scores_gemma":[0.0000297042,0.0004133297,0.6389931,0.0005241656,0.00006069124,0.001313147,0.2562255,0.002173206,0.001318307,0.002927644,0.09595265,0.00006868141],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9500404,0.0003148008,0.0009461915,0.00193045,0.00003785011,0.000119721,0.00004878737,0.0000222552,0.0465395],"genre_scores_gemma":[0.9968672,0.0001061493,0.0002325064,0.00009939243,0.00000535359,0.00001577595,0.00002337266,0.000002610177,0.002647606],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007459182,"threshold_uncertainty_score":0.02495348,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05215860035016966,"score_gpt":0.2791829751323427,"score_spread":0.2270243747821731,"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."}}