{"id":"W4379053080","doi":"10.46717/igj.56.1e.11ms-2023-5-21","title":"Heavy Metals in Surface Sediments of the Coastal Area Around Daerah Istimewa Yogyakarta, Indonesia: Their Relations to Land-Use Types","year":2023,"lang":"en","type":"article","venue":"Iraqi Geological Journal","topic":"Heavy Metal Pollution Remediation","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Direktorat Riset dan Pengabdian Masyarakat; Universitas Gadjah Mada; Badan Riset dan Inovasi Nasional","keywords":"Agricultural land; Sediment; Mangrove; Environmental science; Pollution; Land use; Urbanization; Cadmium; Heavy metals; Contamination; Environmental protection; Geography; Hydrology (agriculture); Ecology; Environmental chemistry; Geology","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":[0.000105399,0.0003877677,0.0002625348,0.0008357196,0.0004125302,0.000630765,0.0001327968,0.0002045104,0.0003650925],"category_scores_gemma":[0.0001790789,0.0002558391,0.0001851811,0.001136411,0.0003999431,0.000230727,0.0003038542,0.0002142353,0.0001266371],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003027672,"about_ca_system_score_gemma":0.000300443,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02572455,"about_ca_topic_score_gemma":0.06092962,"domain_scores_codex":[0.9999014,0.0000121758,0.00001594229,0.00003005439,0.00002269713,0.00001768462],"domain_scores_gemma":[0.9998479,0.00001714052,0.00006456191,0.000006534323,0.00004153479,0.00002233422],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000112958,0.00006620321,0.9744515,0.00009777811,0.00004649182,0.0005960116,0.0009947672,0.000133592,0.01506648,0.00002354972,0.00008252617,0.008328162],"study_design_scores_gemma":[0.000001265119,0.00002241169,0.9987389,0.000005042632,0.000008091956,0.0001414405,0.0005653197,0.00007516735,0.0003217582,0.000006812167,0.0001115162,0.000002224567],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993861,0.0001144101,0.00003817363,0.000007874546,0.000002053131,0.000004783954,0.0001194553,0.000001551103,0.0003255405],"genre_scores_gemma":[0.9989194,0.0002115446,0.0001909359,0.00001745593,0.000002975094,0.0000127459,0.0002440275,0.000001659586,0.0003992249],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02572455,"threshold_uncertainty_score":0.05114961,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04010992506500206,"score_gpt":0.2639495572064085,"score_spread":0.2238396321414065,"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."}}