{"id":"W2163172006","doi":"10.1039/b300009e","title":"Dynamic capillary coatings with zwitterionic surfactants for capillary isoelectric focusing","year":2003,"lang":"en","type":"article","venue":"The Analyst","topic":"Microfluidic and Capillary Electrophoresis Applications","field":"Engineering","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Isoelectric focusing; Capillary action; Chemistry; Ammonium hydroxide; Chromatography; Pulmonary surfactant; Isoelectric point; Capillary electrochromatography; Ammonium; Hydroxide; Capillary electrophoresis; Resolution (logic); Analytical Chemistry (journal); Materials science; Inorganic chemistry; Organic chemistry","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":[0.0002314693,0.0002230626,0.0002471406,0.00009553002,0.0003280953,0.0000525959,0.0002199588,0.00006745744,0.00006242434],"category_scores_gemma":[0.00001464084,0.0001578382,0.00009367217,0.000625791,0.00005539565,0.00006476563,0.00001050332,0.0001552343,0.00003586714],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000124415,"about_ca_system_score_gemma":0.00006307364,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003644877,"about_ca_topic_score_gemma":0.00004185436,"domain_scores_codex":[0.9988846,0.00004283993,0.0002485707,0.0002265033,0.0001569692,0.0004405112],"domain_scores_gemma":[0.9992436,0.0001132572,0.00006133069,0.0004459521,0.0000697235,0.00006615375],"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":[0.00002698193,0.00002891786,0.0002585501,0.00007479461,0.000299395,0.000005205041,0.0002927656,0.0005462773,0.9761937,0.0009940802,0.01992106,0.001358269],"study_design_scores_gemma":[0.002153635,0.0004986336,0.001477667,0.0001174156,0.001235385,0.0004982642,0.000905416,0.0203495,0.6576836,0.003549302,0.3094805,0.00205078],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9108456,0.04658762,0.04048334,0.0001795663,0.00004605661,0.0004998469,0.00001348917,0.0001944393,0.001150006],"genre_scores_gemma":[0.9833003,0.01564588,0.000464154,0.0001663996,0.00002776963,0.00007978104,0.00004028563,0.00007077898,0.0002047022],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3185101,"threshold_uncertainty_score":0.6436454,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005578851656893891,"score_gpt":0.1983142769780943,"score_spread":0.1927354253212004,"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."}}