{"id":"W2920673232","doi":"10.29303/jppm.v2i1.1015","title":"PENYULUHAN TENTANG SUMBER-SUMBER KONTAMINAN LOGAM BERAT PADA SISWA SMAN 1 BELO KABUPATEN BIMA","year":2019,"lang":"id","type":"article","venue":"Jurnal Pendidikan dan Pengabdian Masyarakat","topic":"Heavy Metal Pollution Remediation","field":"Environmental Science","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Bell (Canada)","funders":"","keywords":"Physics; Nuclear chemistry; Humanities; Chemistry; Art","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.002193284,0.001676914,0.001609089,0.0005827277,0.001217901,0.0008639821,0.002059749,0.0009115465,0.008573569],"category_scores_gemma":[0.0002996166,0.001716696,0.0009522359,0.001514636,0.0008508093,0.002532823,0.001216045,0.002344335,0.03678475],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002794808,"about_ca_system_score_gemma":0.0003781925,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002468045,"about_ca_topic_score_gemma":0.004546752,"domain_scores_codex":[0.9880195,0.001445044,0.00213572,0.002530511,0.00293602,0.002933257],"domain_scores_gemma":[0.9939514,0.0003962503,0.00129728,0.002154819,0.0001230441,0.002077169],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003103108,0.0009342402,0.806948,0.0003100649,0.0002945423,0.0007352609,0.001989953,0.0002208395,0.1621255,0.0002692217,0.009178115,0.01668392],"study_design_scores_gemma":[0.003063605,0.0008506933,0.902809,0.0003434989,0.0003727856,0.0004525124,0.002123404,0.002040344,0.02124748,0.00006902419,0.06423122,0.002396441],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9681491,0.0004748104,0.0001212571,0.00253503,0.004268826,0.002384186,0.0002903563,0.0002391034,0.02153735],"genre_scores_gemma":[0.9688718,0.0004798564,0.0002403131,0.001199947,0.0009747662,0.00007634805,0.0004248397,0.0002994446,0.02743263],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1408781,"threshold_uncertainty_score":0.9999573,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01086707094110589,"score_gpt":0.2277895495061397,"score_spread":0.2169224785650338,"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."}}