{"id":"W1506496465","doi":"","title":"Wipe Sampling Methodologies to Assess Exposures to Lead and Cadmium in Urban Canadian Homes","year":2010,"lang":"en","type":"article","venue":"ScholarWorks@UMassAmherst (University of Massachusetts Amherst)","topic":"Heavy Metal Exposure and Toxicity","field":"Environmental Science","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; Health Canada","keywords":"Cadmium; Sampling (signal processing); Environmental science; Environmental chemistry; Chemistry; Engineering","routes":{"ca_aff":false,"ca_fund":true,"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":[],"category_scores_codex":[0.002046318,0.0003625716,0.0005726237,0.0005133037,0.0004533536,0.00012304,0.0009067392,0.0004294943,0.0009604105],"category_scores_gemma":[0.0007166979,0.0004243157,0.0001226563,0.0010907,0.0003770879,0.0009778651,0.0005296118,0.001066835,0.000209121],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003801922,"about_ca_system_score_gemma":0.0001286714,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.08960029,"about_ca_topic_score_gemma":0.5638784,"domain_scores_codex":[0.9970304,0.0003664885,0.0003162237,0.0008594501,0.0005336683,0.000893703],"domain_scores_gemma":[0.9977911,0.0003474478,0.0001326241,0.0006414962,0.0000470695,0.001040297],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001937671,0.00008827182,0.8762795,0.00003670139,0.00007233802,0.0001254294,0.005683389,0.001048491,0.08130864,0.0003357209,0.007797714,0.02703005],"study_design_scores_gemma":[0.0007443962,0.0002539489,0.9272928,0.0000654264,0.00004911783,0.00001109239,0.006206547,0.00005660348,0.001858076,0.0004697396,0.06225909,0.0007331382],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9858785,0.00006630491,0.003128335,0.003670112,0.0003743126,0.0005477035,0.00004528692,0.00007867638,0.006210749],"genre_scores_gemma":[0.9193923,0.00001934691,0.07905105,0.0005555969,0.00004857904,0.000002686368,0.000007124686,0.00003242425,0.0008908522],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4742781,"threshold_uncertainty_score":0.9999529,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05698291375170785,"score_gpt":0.2770469001184351,"score_spread":0.2200639863667273,"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."}}