{"id":"W3197360385","doi":"","title":"Trace metal analysis of road dust by inductively coupled plasma mass spectrometry","year":2000,"lang":"en","type":"article","venue":"Canadian journal of analytical sciences and spectroscopy","topic":"Analytical chemistry methods development","field":"Chemistry","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ministry of the Environment, Conservation and Parks","funders":"","keywords":"Inductively coupled plasma mass spectrometry; TRACE (psycholinguistics); Inductively coupled plasma; Mass spectrometry; Environmental chemistry; Trace metal; Environmental science; Road dust; Metal; Plasma; Chemistry; Materials science; Particulates; Metallurgy; Chromatography; Physics; Nuclear physics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009372003,0.0002447977,0.0008418092,0.0004632829,0.0002064052,0.0001266456,0.000540717,0.0001563289,0.01578898],"category_scores_gemma":[0.0002838949,0.0001990893,0.0003227456,0.002139446,0.001157602,0.0002001688,0.0000129783,0.0004494174,0.000004541807],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002898071,"about_ca_system_score_gemma":0.000893941,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001637468,"about_ca_topic_score_gemma":0.0006465052,"domain_scores_codex":[0.9975109,0.00004031143,0.0007813412,0.0003897309,0.0006406017,0.00063718],"domain_scores_gemma":[0.9979913,0.0001793749,0.0002856689,0.0001744761,0.0001344395,0.001234714],"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":[0.0004679775,0.0004473508,0.1383913,0.0001693075,0.01026355,0.0007039623,0.0009023984,0.001043741,0.8303497,0.006056936,0.002331567,0.00887219],"study_design_scores_gemma":[0.003777008,0.001696549,0.06204123,0.0003146966,0.01298434,0.000585973,0.004965965,0.2655574,0.6265767,0.005489316,0.01307445,0.002936407],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9740098,0.000602726,0.002321112,0.0007831412,0.00003253916,0.00002611219,0.00005514213,0.000005267885,0.02216421],"genre_scores_gemma":[0.9818888,0.000141696,0.01615593,0.00004831686,0.00008141255,5.43782e-7,0.000003910144,0.00001020613,0.001669169],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2645137,"threshold_uncertainty_score":0.9851107,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01957963587087804,"score_gpt":0.2818536760891115,"score_spread":0.2622740402182335,"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."}}