{"id":"W4399523771","doi":"10.1021/acs.jchemed.4c00419","title":"Electrifying Fruit Juice: Integrating Applied Electroanalytical Chemistry into the Undergraduate Curriculum","year":2024,"lang":"en","type":"article","venue":"Journal of Chemical Education","topic":"Electrochemical Analysis and Applications","field":"Chemistry","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Ascorbic acid; Electroanalytical method; Analyte; Cyclic voltammetry; Chemistry; Voltammetry; Process engineering; Nanotechnology; Computer science; Analytical Chemistry (journal); Electrochemistry; Electrode; Chromatography; Engineering; Materials science; Potentiometric titration","routes":{"ca_aff":true,"ca_fund":true,"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":[0.00178198,0.0007364671,0.0003752727,0.0005975179,0.0005839187,0.001967478,0.001451835,0.001040775,0.006845279],"category_scores_gemma":[0.00219622,0.0002466986,0.0003218204,0.0004075145,0.0005624059,0.00146494,0.003553873,0.001365759,0.002050683],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007983266,"about_ca_system_score_gemma":0.001579669,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002994464,"about_ca_topic_score_gemma":0.0007409521,"domain_scores_codex":[0.999243,0.0001904225,0.00004762061,0.0001521108,0.0002571933,0.000109606],"domain_scores_gemma":[0.9990741,0.0001894302,0.00005501102,0.00009590788,0.0001901537,0.0003953455],"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":[0.0001717171,0.003294372,0.004626728,0.001183337,0.00001186582,0.0003368688,0.002110456,0.001274971,0.1180387,0.01042254,0.008089348,0.8504392],"study_design_scores_gemma":[0.00016549,0.009868011,0.04470864,0.002452451,0.00009666212,0.005715798,0.005216963,0.01147025,0.1894596,0.04401267,0.686622,0.0002114519],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4595934,0.0160044,0.3926378,0.01733153,0.00317665,0.00264185,0.0003361288,0.00249108,0.1057873],"genre_scores_gemma":[0.4098392,0.01376845,0.5155646,0.00289461,0.0009282804,0.0007731879,0.0004217458,0.0003146528,0.05549518],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006845279,"threshold_uncertainty_score":0.02289969,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004345836961703608,"score_gpt":0.270406962477636,"score_spread":0.2660611255159324,"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."}}