{"id":"W4238407323","doi":"10.25042/jurnal_tepat.v2i2.111","title":"Penyuluhan dan Pendampingan Penataan Lingkungan Pada Permukiman Kumuh di Kelurahan Bontorannu, Kecamatan Mariso, Kota Makassar","year":2019,"lang":"id","type":"article","venue":"JURNAL TEPAT Applied Technology Journal for Community Engagement and Services","topic":"Coastal Management and Development","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Encana (Canada)","funders":"","keywords":"Physics; Humanities; Forestry; Geography; Art","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":[0.000538856,0.0005287101,0.0003130677,0.0006272541,0.002865493,0.003038072,0.0007776339,0.00112217,0.04993343],"category_scores_gemma":[0.0006774153,0.0003417088,0.0003928272,0.001077792,0.001153292,0.001930209,0.002909065,0.001384584,0.01005395],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002496137,"about_ca_system_score_gemma":0.005690549,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02226967,"about_ca_topic_score_gemma":0.06202382,"domain_scores_codex":[0.9994423,0.00008017886,0.00002436583,0.0001290518,0.0001695594,0.0001544941],"domain_scores_gemma":[0.9996316,0.00004909102,0.000042941,0.00003591213,0.0001546282,0.00008575125],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0009078636,0.0004879794,0.06017847,0.004620275,0.0001590996,0.006992569,0.03124395,0.001888174,0.0575214,0.1217181,0.1237371,0.590545],"study_design_scores_gemma":[0.00001665467,0.000148513,0.02796892,0.0003511377,0.00004110835,0.000747235,0.01096257,0.0003056354,0.006204016,0.003486205,0.9497194,0.00004858784],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3085825,0.01109758,0.01757457,0.01367986,0.00163108,0.0005600963,0.0033204,0.001185566,0.6423684],"genre_scores_gemma":[0.5168081,0.006493145,0.01431586,0.001522206,0.0001354492,0.0002701804,0.001792094,0.0004127699,0.4582503],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04993343,"threshold_uncertainty_score":0.167044,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02054971853287021,"score_gpt":0.2458518496101671,"score_spread":0.2253021310772969,"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."}}