{"id":"W3217795480","doi":"10.20886/jklh.2021.15.2.133-144","title":"Asesmen Kualitas Lingkungan di PSIKLH Kawasan Puspiptek Serpong-Tangerang Selatan","year":2021,"lang":"id","type":"article","venue":"Jurnal Ecolab","topic":"Public Health and Nutrition","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Physics; Environmental science; Environmental engineering","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","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00158268,0.0005276596,0.001019523,0.0003283629,0.0005803823,0.0002729073,0.0002856842,0.0006155299,0.002076332],"category_scores_gemma":[0.001349097,0.000554468,0.0003861812,0.001120465,0.0001141454,0.0005387775,0.0001499345,0.001642238,0.0012422],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008242264,"about_ca_system_score_gemma":0.002932088,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001460591,"about_ca_topic_score_gemma":0.0002991679,"domain_scores_codex":[0.9947495,0.0006456843,0.001298538,0.0008577452,0.0009453383,0.00150315],"domain_scores_gemma":[0.9956939,0.0004493256,0.0004153335,0.0008061965,0.0008103531,0.001824946],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.004714441,0.01457246,0.4022093,0.01576963,0.003814432,0.02993385,0.01101229,0.00001240228,0.05649067,0.009118078,0.372995,0.07935745],"study_design_scores_gemma":[0.01359645,0.001788474,0.264809,0.002850436,0.0008491281,0.001887226,0.002698607,0.0006446927,0.01138315,0.0004048449,0.6979274,0.001160573],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9197283,0.01811522,0.00009117665,0.03441718,0.004009765,0.0009413926,0.0003580796,0.0002093715,0.0221295],"genre_scores_gemma":[0.9640777,0.004249166,0.0006006121,0.007698512,0.005876781,0.000076841,0.0009144166,0.0001542557,0.01635174],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3249324,"threshold_uncertainty_score":0.9996907,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02411364486675722,"score_gpt":0.3166897474484594,"score_spread":0.2925761025817022,"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."}}