{"id":"W2928777800","doi":"10.5539/ep.v8n1p39","title":"Hypothetical Thresholds for Effects of Platinum Group Elements","year":2019,"lang":"en","type":"article","venue":"Environment and Pollution","topic":"Radioactivity and Radon Measurements","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Platinum group; Rhodium; Iridium; Rhenium; Osmium; Palladium; Chemistry; Population; Ruthenium; Platinum; Environmental chemistry; Soil water; Animal science; Environmental science; Inorganic chemistry; Soil science; Catalysis; Biology; Biochemistry; Demography","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003377557,0.00008363484,0.0001483491,0.00003352579,0.0001604647,0.00000161408,0.00003948746,0.0001085526,0.0001891833],"category_scores_gemma":[0.0000184589,0.00007075623,0.00003761539,0.00001992032,0.00003969614,0.0000681223,0.00002685082,0.0001121559,0.00007994635],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005901778,"about_ca_system_score_gemma":0.000008656773,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006721561,"about_ca_topic_score_gemma":0.00000170023,"domain_scores_codex":[0.9991524,0.000107913,0.0002086059,0.0001506224,0.0001675226,0.0002129915],"domain_scores_gemma":[0.9995923,0.0001198817,0.0001081636,0.0001269322,0.00000333693,0.00004936041],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004022927,0.0003740216,0.6902917,0.001077295,0.0001079531,5.624356e-7,0.001285312,0.00002310595,0.2779173,0.008393737,0.001687474,0.01843923],"study_design_scores_gemma":[0.006168046,0.0008840609,0.9299267,0.000245484,0.00008807501,7.330444e-7,0.0002743865,0.0005362449,0.00531115,0.001499747,0.05482146,0.0002438965],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9946637,0.0001789515,0.002071628,0.0002113931,0.0004157065,0.001259437,0.00001479426,0.00001123125,0.001173218],"genre_scores_gemma":[0.9975926,0.0001137153,0.0006388229,0.0001456599,0.00008048845,0.00006623011,0.00001145081,0.0000103144,0.001340698],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2726062,"threshold_uncertainty_score":0.2885355,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02558543711355916,"score_gpt":0.3074110738382141,"score_spread":0.2818256367246549,"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."}}