{"id":"W4381621772","doi":"10.31315/psb.v4i1.8900","title":"Evaluasi Daya Dukung Lingkungan Kawasan Permukiman Dusun Kemloko, Kalurahan Srimartani, Kapanewon Piyungan, Kabupaten Bantul, Daerah Istimewa Yogyakarta","year":2023,"lang":"id","type":"article","venue":"Prosiding Seminar Nasional Teknik Lingkungan Kebumian SATU BUMI","topic":"Coastal Management and Development","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Encana (Canada)","funders":"","keywords":"Forestry; Environmental science; Geography","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","insufficient_payload"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.004624682,0.002674276,0.002072559,0.00143128,0.003611995,0.001471977,0.003023195,0.001204331,0.0001465057],"category_scores_gemma":[0.001123064,0.002856222,0.001040156,0.004648883,0.001212056,0.001491652,0.004552481,0.002628357,0.008829533],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002115458,"about_ca_system_score_gemma":0.0006358604,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004515932,"about_ca_topic_score_gemma":0.0002034519,"domain_scores_codex":[0.9836583,0.0008383423,0.002753625,0.004364676,0.004200114,0.004184985],"domain_scores_gemma":[0.9931765,0.001000592,0.001385656,0.002344895,0.0003122332,0.001780134],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0005378854,0.0009315708,0.003007483,0.0008586878,0.0004343864,0.0008882408,0.004807149,0.0003443923,0.9358624,0.0005221133,0.03739856,0.01440713],"study_design_scores_gemma":[0.00318672,0.001389033,0.03151883,0.003565343,0.0008892875,0.000242917,0.002539158,0.006836177,0.8223403,0.001026059,0.1216314,0.004834781],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9814175,0.002981241,0.00009112757,0.00320691,0.004751636,0.003964688,0.0003096486,0.002038124,0.001239156],"genre_scores_gemma":[0.9239873,0.001514671,0.002280039,0.0007216315,0.001951484,0.0003065007,0.001119543,0.0006446666,0.06747417],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1135221,"threshold_uncertainty_score":0.9996726,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02381597734142177,"score_gpt":0.2615929579942067,"score_spread":0.2377769806527849,"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."}}