{"id":"W4391536424","doi":"10.20527/m.v7i2.11833","title":"ANALISIS KANDUNGAN LOGAM BERAT (Pb dan Cu) PADA SEDIMEN DI DAERAH ESTUARI DESA MUARA KINTAP KABUPATEN TANAH LAUT PROVINSI KALIMANTAN SELATAN","year":2024,"lang":"id","type":"article","venue":"Marine Coastal and Small Islands Journal - Jurnal Ilmu Kelautan","topic":"Heavy Metal Pollution Remediation","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Physics; Environmental chemistry; Environmental science; Chemistry","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","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.002234706,0.001279562,0.001240109,0.0006412907,0.001468623,0.002540715,0.0008753214,0.00058782,0.001067428],"category_scores_gemma":[0.0001962572,0.001070826,0.0006061292,0.001328706,0.00071521,0.001872585,0.001524899,0.003043496,0.0002437268],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008659114,"about_ca_system_score_gemma":0.0004253757,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00199327,"about_ca_topic_score_gemma":0.008849379,"domain_scores_codex":[0.9921677,0.0008091079,0.002052722,0.001423255,0.001789998,0.001757269],"domain_scores_gemma":[0.9964103,0.0002919171,0.0007188897,0.000603764,0.0001552899,0.001819899],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00156096,0.001410219,0.6336339,0.000865199,0.002294192,0.01101697,0.006939627,0.0005231412,0.1013101,0.000715482,0.00716945,0.2325608],"study_design_scores_gemma":[0.007354543,0.004933076,0.8281059,0.001671328,0.002589697,0.01652892,0.00360242,0.047612,0.009580479,0.001746764,0.07205261,0.004222309],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9838308,0.001436144,0.001333417,0.002828569,0.002620602,0.0007528308,0.0003758646,0.0001965061,0.006625267],"genre_scores_gemma":[0.988192,0.00310305,0.0005295269,0.0004536684,0.001655165,0.00001987455,0.0002518472,0.0001692195,0.005625687],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2283385,"threshold_uncertainty_score":0.9999956,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01349255248544107,"score_gpt":0.22725889130974,"score_spread":0.2137663388242989,"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."}}