{"id":"W4407553662","doi":"10.58839/jd.v21i2.1438","title":"PENERAPAN METODE CCME-WQI UNTUK MENGANALISIS KUALITAS AIR DANAU DI PESISIR KAMPUNG YOBEH DISTRIK SENTANI KABUPATEN JAYAPURA","year":2025,"lang":"en","type":"article","venue":"DINAMIS","topic":"Wetland Management and Conservation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Art","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001944499,0.0002612974,0.0002830607,0.0001929606,0.0001599949,0.00009416667,0.0002765941,0.00009300918,0.000101621],"category_scores_gemma":[0.00002314279,0.0002585621,0.0001320813,0.0005666849,0.00002543517,0.0002427125,0.00008821541,0.0001480574,0.00003525233],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001425455,"about_ca_system_score_gemma":0.0000164167,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004968526,"about_ca_topic_score_gemma":0.0002950208,"domain_scores_codex":[0.9987674,0.00005175821,0.0003238723,0.0002940086,0.0002140984,0.000348856],"domain_scores_gemma":[0.9993718,0.00006473537,0.00004468627,0.0003964223,0.00004824407,0.00007409629],"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":[0.0002182599,0.0006038065,0.2229714,0.002627743,0.004815952,0.0001663489,0.005164284,0.02646625,0.02933807,0.2114895,0.3826868,0.1134516],"study_design_scores_gemma":[0.003765285,0.0001231899,0.3887419,0.0004018547,0.001445443,0.000005825344,0.005781953,0.1367762,0.02612286,0.005969426,0.4284381,0.002428017],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9066031,0.0008095479,0.02296915,0.00164273,0.0009144642,0.0004600474,0.0000680013,0.001013532,0.06551943],"genre_scores_gemma":[0.9938761,0.0001269744,0.0002177576,0.0001948313,0.00008574488,0.00006410136,0.0002828238,0.00003562674,0.005116038],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.20552,"threshold_uncertainty_score":0.9999866,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005490704929322573,"score_gpt":0.2083538061709817,"score_spread":0.2028631012416591,"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."}}