{"id":"W1591640857","doi":"10.1002/0471463728.ch15","title":"The pH Meter and Its Performance Verification","year":2004,"lang":"en","type":"other","venue":"","topic":"Analytical Chemistry and Sensors","field":"Chemical Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"GlaxoSmithKline (Canada)","funders":"","keywords":"Metre; Computer science; Physics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004878378,0.001095276,0.001196543,0.002304842,0.001029352,0.003788381,0.002084597,0.002448931,0.008578686],"category_scores_gemma":[0.006544258,0.0009440724,0.0005727106,0.002125263,0.001136068,0.003254605,0.002049443,0.002437712,0.01174175],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009688183,"about_ca_system_score_gemma":0.001708561,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001092632,"about_ca_topic_score_gemma":0.0004831416,"domain_scores_codex":[0.9917803,0.001070573,0.0003582433,0.0007474817,0.005874136,0.0001692764],"domain_scores_gemma":[0.9972883,0.0005367625,0.0001404418,0.0003696356,0.001548866,0.0001160585],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0005358485,0.0001903176,0.003039485,0.001795103,0.00004491652,0.0004900144,0.0002418377,0.002565762,0.09898211,0.04170778,0.08867391,0.7617328],"study_design_scores_gemma":[0.00006640941,0.000618118,0.003842454,0.0003668435,0.00007661871,0.004119952,0.0001274931,0.01015004,0.1763921,0.01655221,0.7875266,0.0001611221],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.01370703,0.04514752,0.7512321,0.006504348,0.003660996,0.00143381,0.003238536,0.01112186,0.1639538],"genre_scores_gemma":[0.1296338,0.04983483,0.6550307,0.004355757,0.002277949,0.001260711,0.004505112,0.002151479,0.1509497],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.008578686,"threshold_uncertainty_score":0.02869856,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01031124839740188,"score_gpt":0.2087347794092868,"score_spread":0.198423531011885,"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."}}