{"id":"W4415128791","doi":"10.25042/jurnal_tepat.v6i1.294","title":"Sosialisasi Mitigasi Bencana Banjir dengan Melibatkan Peran Serta Masyarakat di Pesisir Danau Tempe Kabupaten Wajo","year":2023,"lang":"id","type":"article","venue":"JURNAL TEPAT Applied Technology Journal for Community Engagement and Services","topic":"Water and Land Management","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Encana (Canada)","funders":"","keywords":"Tempe; Bustard; Carpool","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","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.004198625,0.0008857074,0.0009408075,0.000989412,0.00742155,0.0007529745,0.002752263,0.0005735612,0.0002706249],"category_scores_gemma":[0.0000319014,0.0007660866,0.000325116,0.001207697,0.0005441954,0.0005874017,0.002717716,0.003653786,0.0001855902],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000311034,"about_ca_system_score_gemma":0.00004493761,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007665481,"about_ca_topic_score_gemma":0.003431133,"domain_scores_codex":[0.9951155,0.0007078887,0.001148151,0.0006698979,0.0008090165,0.0015496],"domain_scores_gemma":[0.9973398,0.0003628362,0.0006221381,0.001094625,0.00008102811,0.0004995011],"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":[0.002384376,0.004139168,0.5064905,0.006400174,0.006840559,0.0009346101,0.08154013,0.001146951,0.1175415,0.01668479,0.03148811,0.2244092],"study_design_scores_gemma":[0.01265514,0.003388092,0.3179554,0.001279881,0.003038244,0.0005325436,0.2282759,0.003880638,0.02192226,0.04253818,0.3601646,0.004369094],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9878709,0.0005994284,0.00008088608,0.004920637,0.0008365391,0.001374046,0.00007790828,0.0004241857,0.003815437],"genre_scores_gemma":[0.9916949,0.004147272,0.0004894805,0.0006050562,0.0002368348,0.0001695654,0.0001805421,0.0001111353,0.002365245],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3286765,"threshold_uncertainty_score":0.999479,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03445436967901074,"score_gpt":0.2583431268809036,"score_spread":0.2238887572018929,"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."}}