{"id":"W4386541810","doi":"10.29313/bcsurp.v3i2.8220","title":"Efektivitas Kolam Retensi dalam Penanganan Bencana Banjir di Kecamatan Jatinangor, Kabupaten Sumedang","year":2023,"lang":"en","type":"article","venue":"Bandung Conference Series Urban & Regional Planning","topic":"Multimedia Learning Systems","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Encana (Canada)","funders":"Universitas Islam Bandung","keywords":"Forestry; Geography; Environmental science","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"],"consensus_categories":[],"category_scores_codex":[0.0009409523,0.0005805713,0.0006827359,0.000476833,0.0006761964,0.0006863067,0.001855648,0.0002631005,0.00004483521],"category_scores_gemma":[0.0003740652,0.0005546886,0.0001859589,0.001304276,0.0002777906,0.001683949,0.0006145448,0.0006601789,0.0002757741],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001404524,"about_ca_system_score_gemma":0.0004443418,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003662677,"about_ca_topic_score_gemma":0.00006440659,"domain_scores_codex":[0.9954183,0.0003542915,0.0006957014,0.001211249,0.001115498,0.001205013],"domain_scores_gemma":[0.9970528,0.0005538363,0.0004505713,0.001182414,0.0003696081,0.0003907959],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002407698,0.0001528065,0.5127999,0.0006352926,0.0005659959,0.004064625,0.05921768,0.001988139,0.01990526,0.1826933,0.1944126,0.02332368],"study_design_scores_gemma":[0.001794049,0.000654994,0.727769,0.002335694,0.00008339588,0.0008194322,0.004496504,0.1282152,0.002855632,0.001940678,0.1262363,0.002799129],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9347954,0.001602034,0.02423573,0.01182595,0.004507883,0.001901728,0.0000732842,0.005874192,0.01518381],"genre_scores_gemma":[0.988787,0.00003840578,0.002644842,0.0001419203,0.0003949955,0.00009251547,0.0002706198,0.00006955529,0.007560153],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2149691,"threshold_uncertainty_score":0.9996905,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0528706527725944,"score_gpt":0.2652945668778171,"score_spread":0.2124239141052227,"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."}}