{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.004371739,0.001154244,0.001192867,0.0009025002,0.005818878,0.001207967,0.003351643,0.0006347086,0.0005707509],"category_scores_gemma":[0.00003800817,0.001099694,0.0003441627,0.0008561377,0.0005315644,0.0007580452,0.005526693,0.005070185,0.0002624073],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005789681,"about_ca_system_score_gemma":0.00007645414,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004514879,"about_ca_topic_score_gemma":0.001925379,"domain_scores_codex":[0.9942911,0.0005875413,0.001494206,0.0009022834,0.001090133,0.001634782],"domain_scores_gemma":[0.9963111,0.0003633329,0.001225149,0.001448135,0.0001241186,0.0005281626],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002942673,0.004180984,0.5521679,0.006126246,0.003739661,0.0002814398,0.03689165,0.0001773057,0.1278011,0.01935691,0.005987801,0.2403464],"study_design_scores_gemma":[0.01324522,0.004374262,0.212803,0.001786466,0.001484247,0.000528905,0.2020783,0.003195967,0.01084674,0.01688284,0.5277311,0.005042971],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9805617,0.0009038897,0.0002356334,0.002776462,0.001158366,0.002392848,0.00005155105,0.0002699338,0.01164961],"genre_scores_gemma":[0.9920887,0.001788346,0.001461198,0.0006564989,0.0001940996,0.0001022263,0.000161988,0.0001399852,0.003407004],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5217433,"threshold_uncertainty_score":0.9998289,"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."}}