{"id":"W3010581358","doi":"10.25042/jurnal_tepat.v3i1.113","title":"Penyuluhan dan Pendampingan Penataan Lingkungan Pada Permukiman Kumuh Di Kelurahan Bontorannu, Kecamatan Mariso, Kota Makassar","year":2020,"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; 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":[0.0005287442,0.0005183457,0.0003105418,0.0006207228,0.002827336,0.00300597,0.0007648836,0.001082221,0.04534379],"category_scores_gemma":[0.000686751,0.0003417375,0.0003742388,0.001081842,0.001213166,0.001911406,0.002866773,0.001327773,0.008513642],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002500616,"about_ca_system_score_gemma":0.005298811,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02270499,"about_ca_topic_score_gemma":0.06356515,"domain_scores_codex":[0.999453,0.00008317977,0.0000232624,0.000129438,0.0001610707,0.000150008],"domain_scores_gemma":[0.9996456,0.00005153748,0.00004477159,0.00003642366,0.0001436496,0.00007808758],"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":[0.000928639,0.000486686,0.07399973,0.004624308,0.0001740561,0.007807633,0.03554541,0.002023137,0.06149729,0.1280686,0.1098984,0.574946],"study_design_scores_gemma":[0.00001767502,0.000164101,0.03677812,0.0003819825,0.00004682738,0.0008930076,0.01418695,0.0003619063,0.007203306,0.004197866,0.9357128,0.00005551839],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3728189,0.01047011,0.01817015,0.01311311,0.001436762,0.0005401635,0.003361837,0.001077687,0.5790113],"genre_scores_gemma":[0.5981524,0.006013212,0.01388593,0.00141788,0.0001208317,0.0002692617,0.001752358,0.0003571667,0.378031],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04534379,"threshold_uncertainty_score":0.1516901,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03568907031985363,"score_gpt":0.252481722855144,"score_spread":0.2167926525352904,"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."}}