{"id":"W2006650574","doi":"10.1081/ese-120016890","title":"Laboratory Case Identification of Arsenic in Ronpibul Village, Thailand (2000–2002)","year":2003,"lang":"en","type":"article","venue":"Journal of Environmental Science and Health Part A","topic":"Water Quality and Pollution Assessment","field":"Environmental Science","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Arsenic; Identification (biology); Environmental science; Geography; Metallurgy; Biology; Materials science; 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":[],"consensus_categories":[],"category_scores_codex":[0.004595462,0.00008768143,0.0001849488,0.00009892011,0.0001870503,0.00002256049,0.0001267927,0.0000340114,0.0006888665],"category_scores_gemma":[0.00003367638,0.0000739262,0.00002683462,0.0003353988,0.000574034,0.0004913363,0.00004616827,0.0001333358,0.00003392471],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006042639,"about_ca_system_score_gemma":0.0001719238,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001017357,"about_ca_topic_score_gemma":0.0001296116,"domain_scores_codex":[0.9981327,0.0001502891,0.0006866476,0.0001794537,0.0005803598,0.0002705331],"domain_scores_gemma":[0.9990905,0.00002151492,0.0005158116,0.0001356679,0.000006798308,0.0002297017],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009302588,0.002054689,0.7478278,0.0001294155,0.0000241822,0.0004792546,0.01526915,0.002017017,0.2073565,0.000871202,0.006257437,0.01762026],"study_design_scores_gemma":[0.001160096,0.0005247351,0.9308736,0.00005924349,0.00001237768,0.0009955398,0.002636894,0.000150531,0.01314,0.0002644642,0.04994996,0.0002325212],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998148,0.0003544618,0.00004219348,0.0006838419,0.0001489667,0.0001310391,0.00001550861,0.000001719799,0.0004742939],"genre_scores_gemma":[0.9986628,0.0004475489,0.0002941805,0.0004505777,0.00001610971,0.00000182395,3.098974e-7,0.000003612772,0.000123006],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1942165,"threshold_uncertainty_score":0.7542605,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02834525890555954,"score_gpt":0.3110612543702411,"score_spread":0.2827159954646816,"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."}}