{"id":"W7131720751","doi":"10.33701/jiwbp.v15i2.6003","title":"PEMBANGUNAN INFRASTRUKTUR DASAR BERKELANJUTAN DI KAWASAN PERBATASAN SEKITAR POS LINTAS BATAS NEGARA (PLBN) MOTAAIN, KABUPATE BELU, PROVINSI NUSA TENGGARA TIMUR","year":2025,"lang":"","type":"article","venue":"Jurnal Ilmiah Wahana Bhakti Praja","topic":"Wetland Management and Conservation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Encana (Canada)","funders":"","keywords":"Load Shedding; Kwame","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","scholarly_communication","research_integrity"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.001095129,0.002023635,0.001701236,0.001491631,0.00121511,0.001237499,0.001839634,0.001068107,0.0004499028],"category_scores_gemma":[0.0003430057,0.002115176,0.000843247,0.002356705,0.0003064176,0.002206339,0.0009843966,0.002685681,0.0004674981],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009854506,"about_ca_system_score_gemma":0.0007003108,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001232611,"about_ca_topic_score_gemma":0.0008116562,"domain_scores_codex":[0.9912006,0.0004802195,0.002558524,0.001915477,0.001388247,0.002456936],"domain_scores_gemma":[0.99541,0.0002888819,0.0007515328,0.002161418,0.0005651255,0.00082304],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.003683459,0.00342321,0.2079444,0.01074971,0.01488011,0.003159869,0.0129201,0.03557531,0.02407575,0.03516938,0.3543254,0.2940933],"study_design_scores_gemma":[0.009419939,0.00183263,0.2660257,0.003311395,0.004159102,0.0001457085,0.004104717,0.1772745,0.004406852,0.001317264,0.5225608,0.0054414],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9288682,0.006433844,0.00436677,0.005441723,0.005432816,0.003714573,0.0008674908,0.001243545,0.04363109],"genre_scores_gemma":[0.9834937,0.002137234,0.0006064397,0.001705847,0.001563085,0.0001937302,0.001411885,0.0003438453,0.008544237],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2886519,"threshold_uncertainty_score":0.9997993,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006581691430168517,"score_gpt":0.2226678128241247,"score_spread":0.2160861213939561,"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."}}