{"id":"W7161996087","doi":"10.82308/35648","title":"Evaluation of methodology for mercury exposure assessment with field and laboratory studies","year":2005,"lang":"en","type":"dissertation","venue":"","topic":"Mercury impact and mitigation studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mercury (programming language); Methylmercury; Exposure assessment; Inductively coupled plasma mass spectrometry; Atomic absorption spectroscopy; Hair analysis; Relative standard deviation; Mass spectrometry","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0583143,0.002258877,0.001526742,0.004019144,0.002062287,0.0020537,0.004545404,0.002016896,0.004440139],"category_scores_gemma":[0.05120831,0.001155603,0.001050415,0.003408263,0.001922834,0.001567748,0.002511443,0.001871701,0.003504318],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00199752,"about_ca_system_score_gemma":0.006573018,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008880579,"about_ca_topic_score_gemma":0.01554716,"domain_scores_codex":[0.9413251,0.01864067,0.00480402,0.005139729,0.02910088,0.0009896137],"domain_scores_gemma":[0.945529,0.01243459,0.003525351,0.008968178,0.02891881,0.000624102],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001431793,0.002645015,0.04218039,0.003875753,0.0005145711,0.0004370945,0.001846933,0.005613593,0.5209658,0.004723233,0.004577146,0.4111886],"study_design_scores_gemma":[0.0004068896,0.01210981,0.0597415,0.001727233,0.000954703,0.002313815,0.001934807,0.03410302,0.7790972,0.00472571,0.1024253,0.0004600679],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.05007419,0.002665081,0.9238972,0.0003583076,0.0004608889,0.01185721,0.001947025,0.00183283,0.00690729],"genre_scores_gemma":[0.05907369,0.002205509,0.9198771,0.0002733937,0.0001003477,0.01347708,0.001473071,0.0003693585,0.003150477],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0583143,"threshold_uncertainty_score":0.3083992,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1216202571816625,"score_gpt":0.442709708197868,"score_spread":0.3210894510162056,"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."}}