{"id":"W1964828502","doi":"10.2116/analsci.27.341","title":"An On-Site Colorimetric Technique for Routine Determination of Chromium, Iron and Copper in Bath Solutions for Chromium(III) Conversion Coating","year":2011,"lang":"en","type":"article","venue":"Analytical Sciences","topic":"Analytical Chemistry and Sensors","field":"Chemical Engineering","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"Cooke Aquaculture (Canada)","funders":"","keywords":"Chromium; Chemistry; Copper; Absorbance; Colorimeter; Thiocyanate; Colorimetry; Coating; Inorganic chemistry; Nuclear chemistry; Chromatography","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":[],"consensus_categories":[],"category_scores_codex":[0.0006352051,0.0001086809,0.0002192655,0.0001321418,0.0001287343,0.00001332621,0.0001472907,0.0001140528,0.00003653969],"category_scores_gemma":[0.0005217994,0.00009139137,0.00006232694,0.0004524266,0.0003014252,0.0001428593,0.00003053154,0.00008872621,0.000001138024],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005624689,"about_ca_system_score_gemma":0.00002634784,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008905706,"about_ca_topic_score_gemma":0.00000968096,"domain_scores_codex":[0.9989479,0.00001416813,0.0002784036,0.0002959394,0.0001529899,0.0003106653],"domain_scores_gemma":[0.9991613,0.000497265,0.00006990845,0.00009727579,0.00006614726,0.0001080908],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0003793319,0.0006485868,0.009241456,0.000420679,0.00002225018,0.000004131348,0.0006369075,0.001317673,0.9399066,0.04603493,0.000135763,0.001251683],"study_design_scores_gemma":[0.000476983,0.0004416006,0.0009025936,0.00004255359,0.00003492601,0.000001540756,0.0001364576,0.7160944,0.2813566,0.00036007,0.00002007629,0.000132139],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8961312,0.00002479537,0.1009589,0.0001034139,0.00002763869,0.000434042,0.00002443739,0.00003436458,0.002261178],"genre_scores_gemma":[0.9928474,0.00000468414,0.006981366,0.0000305213,0.00003235188,0.00002365477,0.000008393617,0.000005873182,0.00006579967],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7147768,"threshold_uncertainty_score":0.3726832,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04630385143385508,"score_gpt":0.2917821895926796,"score_spread":0.2454783381588245,"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."}}