{"id":"W4409598670","doi":"10.20527/fishscientiae.v14i2.236","title":"KAJIAN POTENSI LAHAN BASAH MANGROVE SEBAGAI AGEN FITOREMEDIASI LOGAM BERAT DI DESA SUNGAI MUSANG","year":2024,"lang":"id","type":"article","venue":"Fish Scientiae","topic":"Heavy Metal Pollution Remediation","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mangrove; Chemistry; Environmental science; Biology; Ecology","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","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001738171,0.0006051961,0.000466867,0.0004173578,0.0006876834,0.001125586,0.0009102905,0.0004378512,0.002963485],"category_scores_gemma":[0.0004707879,0.0006056898,0.0004121118,0.002174449,0.0009734693,0.001585774,0.0006995224,0.0006713659,0.01569187],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009152046,"about_ca_system_score_gemma":0.0002042399,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003913926,"about_ca_topic_score_gemma":0.001503759,"domain_scores_codex":[0.9937747,0.0003817953,0.0007800844,0.001652868,0.00197397,0.001436612],"domain_scores_gemma":[0.9977194,0.000205945,0.0001876747,0.0009307909,0.00007316753,0.0008830091],"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":[0.0000258522,0.000331444,0.0024504,0.0002862705,0.0001699422,0.0005980179,0.003349931,0.0005846935,0.3395719,0.0001866826,0.6237831,0.02866179],"study_design_scores_gemma":[0.0007718319,0.0002653265,0.1280062,0.0004244243,0.0003318608,0.00007289422,0.0005655908,0.03144263,0.1570207,0.0002588676,0.6793014,0.001538331],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9363284,0.001204446,0.001322018,0.01613735,0.03097858,0.001703802,0.0010419,0.000683374,0.01060012],"genre_scores_gemma":[0.9583066,0.0002219959,0.0005594215,0.002297111,0.001858717,0.00004077789,0.000343069,0.0001029078,0.03626943],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1825512,"threshold_uncertainty_score":0.9999114,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01354502821643431,"score_gpt":0.2409059400094801,"score_spread":0.2273609117930458,"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."}}