{"id":"W2085143141","doi":"10.3103/s1063455x07040030","title":"Standardized and unified methods for determining phenols in natural and drinking waters and main trends of their development","year":2007,"lang":"en","type":"article","venue":"Journal of Water Chemistry and Technology","topic":"Analytical chemistry methods development","field":"Chemistry","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Phenols; Phenol; Flame ionization detector; Normative; Environmental science; Environmental chemistry; Chemistry; Chromatography; Gas chromatography; Organic chemistry; Law; Political science","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":[0.01085555,0.001571121,0.001477093,0.01190887,0.001062959,0.001363783,0.002291342,0.001268326,0.001127521],"category_scores_gemma":[0.008888956,0.0005343808,0.001362848,0.00602105,0.001100849,0.00176715,0.001874961,0.001562362,0.0009321878],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001253057,"about_ca_system_score_gemma":0.005513884,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003154339,"about_ca_topic_score_gemma":0.007832165,"domain_scores_codex":[0.9751765,0.007560774,0.003208735,0.002185842,0.01133239,0.0005357529],"domain_scores_gemma":[0.9904498,0.001232474,0.001675652,0.001424955,0.005003483,0.0002135967],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006152808,0.0005477851,0.02352778,0.006203547,0.0005117243,0.0002942328,0.001084134,0.002824555,0.3255437,0.0157281,0.009433348,0.6136858],"study_design_scores_gemma":[0.0001024163,0.002611605,0.03812404,0.001215674,0.0008863486,0.002201494,0.00112512,0.006431085,0.6846061,0.005551139,0.2567311,0.0004138913],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.06633733,0.09546543,0.8070421,0.0008994446,0.001478287,0.002629675,0.007407462,0.002673764,0.01606652],"genre_scores_gemma":[0.09658613,0.02853722,0.8553481,0.0005049097,0.0003610568,0.003300718,0.009059248,0.0002506117,0.006052122],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.01190887,"threshold_uncertainty_score":0.0574103,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01749972061453981,"score_gpt":0.311208545448193,"score_spread":0.2937088248336532,"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."}}