{"id":"W4409636608","doi":"10.36568/gelinkes.v23i1.232","title":"Heavy Metals Pb, Cd and Cu in Palu Bay Waters","year":2025,"lang":"en","type":"article","venue":"GEMA Lingkungan Kesehatan","topic":"Heavy metals in environment","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Direktorat Jenderal Pendidikan Tinggi","keywords":"Bay; Heavy metals; Environmental chemistry; Environmental science; Copper; Chemistry; Oceanography; Geology; Metallurgy; Materials science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001429141,0.0003929572,0.0002436941,0.001309909,0.001112813,0.000860464,0.0002676693,0.0003948204,0.0008689574],"category_scores_gemma":[0.0001975236,0.0002612705,0.0001930149,0.001651308,0.0003849899,0.000396325,0.0005868674,0.0002839941,0.0001754178],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005241603,"about_ca_system_score_gemma":0.0008664184,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03365206,"about_ca_topic_score_gemma":0.05529362,"domain_scores_codex":[0.9997997,0.00001638021,0.00002168349,0.00006479726,0.00006890913,0.00002863222],"domain_scores_gemma":[0.9998653,0.00001284545,0.00003517772,0.000005977808,0.00006204989,0.00001860702],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000605077,0.000160947,0.6976314,0.001039644,0.0001108155,0.003668905,0.005254153,0.0008992509,0.2151518,0.0004224906,0.0008534268,0.07420211],"study_design_scores_gemma":[0.00002310832,0.0004152279,0.9526075,0.0001115069,0.00009626145,0.001838761,0.007038546,0.0007333651,0.02187123,0.000623555,0.01459155,0.00004952559],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960348,0.001206209,0.0002566132,0.00009382954,0.00001184168,0.00001376258,0.0002603832,0.00001910438,0.002103406],"genre_scores_gemma":[0.9952061,0.00119437,0.0006039972,0.0001092867,0.000009675158,0.00001595231,0.0004025051,0.000005880482,0.002452183],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03365206,"threshold_uncertainty_score":0.06691235,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009074245889604605,"score_gpt":0.2431363823936757,"score_spread":0.2340621365040711,"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."}}