{"id":"W2346665723","doi":"10.51847/fen3woufvu","title":"10.51847/FEn3wOUfvU","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Arsenic contamination and mitigation","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Arsenic; Arsenic contamination of groundwater; Contamination; Environmental health; Arsenic toxicity; Toxicity; Human health; Toxicology; Environmental science; Environmental chemistry; Chemistry; Medicine; Biology; Ecology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006932708,0.001295489,0.0006705157,0.001832074,0.001816399,0.0025684,0.001131198,0.002419019,0.9408318],"category_scores_gemma":[0.001058582,0.0003862357,0.0005049091,0.001338191,0.0007028496,0.002062215,0.001985682,0.001076385,0.9135221],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008822663,"about_ca_system_score_gemma":0.0007324654,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004611176,"about_ca_topic_score_gemma":0.003873806,"domain_scores_codex":[0.9995391,0.00005586324,0.00003416337,0.000146457,0.0001051758,0.0001191029],"domain_scores_gemma":[0.9992803,0.0001597667,0.0000454117,0.0001171412,0.0002076665,0.0001897762],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003062549,0.0002802106,0.002343191,0.0002329188,0.00001719997,0.0003254931,0.0001665197,0.0003355462,0.003167161,0.004563415,0.1398378,0.8484243],"study_design_scores_gemma":[0.00004956579,0.0001090641,0.002127089,0.000212447,0.00001350794,0.000485782,0.0001977944,0.0007025012,0.001225034,0.001629099,0.9932252,0.00002296184],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.005549197,0.001002109,0.004864802,0.001267287,0.0009251162,0.0001695688,0.001658951,0.002381544,0.9821814],"genre_scores_gemma":[0.006363844,0.0002811076,0.002066135,0.0003635338,0.00007203848,0.0001039638,0.001078699,0.0002977569,0.9893729],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.05916816,"threshold_uncertainty_score":0.08439618,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003717517476049033,"score_gpt":0.1651969029575316,"score_spread":0.1614793854814826,"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."}}