{"id":"W2063707327","doi":"10.1071/en07088","title":"Trace metal dynamic speciation studied by scanned stripping chronopotentiometry (SSCP)","year":2008,"lang":"en","type":"article","venue":"Environmental Chemistry","topic":"Electrochemical Analysis and Applications","field":"Chemistry","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Université du Québec à Montréal","funders":"","keywords":"Chemistry; Stripping (fiber); Colloid; Trace metal; Anodic stripping voltammetry; Metal; Analytical Chemistry (journal); Environmental chemistry; Physical chemistry; Electrode; Materials science; Organic chemistry; Electrochemistry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0000494825,0.0002709347,0.0002736604,0.0000203694,0.0003083441,0.0000180009,0.0002683678,0.0001621179,0.003360088],"category_scores_gemma":[0.00001206248,0.0002919864,0.0002085707,0.000182495,0.0001742096,0.00009819157,0.00009015249,0.0003076778,0.0001438814],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005035371,"about_ca_system_score_gemma":0.00001502716,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005177795,"about_ca_topic_score_gemma":5.608478e-7,"domain_scores_codex":[0.9983376,0.000006404268,0.0003665547,0.0005415435,0.00038317,0.0003647105],"domain_scores_gemma":[0.9992596,0.00003025412,0.000183635,0.0003721923,0.000004795546,0.0001495531],"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":[0.000008281447,0.0003500948,0.00121048,0.00002821909,0.0001320853,0.000004201993,0.00002618946,0.00001215606,0.9965001,8.926109e-7,0.000830178,0.0008971369],"study_design_scores_gemma":[0.0005017734,0.000006814576,0.0007370446,0.00001035095,0.00008629369,0.00002803534,0.0002029633,0.000592573,0.9901991,0.00002734668,0.007278355,0.0003293396],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9912021,0.001836879,0.0002918845,0.0001193091,0.000009643841,0.0000531726,0.0001310464,0.00008292647,0.006272999],"genre_scores_gemma":[0.9847484,0.0005401168,0.0001783951,0.00002874877,0.0001231397,0.00004715975,0.001066131,0.00003367697,0.01323429],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006961286,"threshold_uncertainty_score":0.9999532,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004147877660081739,"score_gpt":0.1875218683358915,"score_spread":0.1833739906758098,"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."}}