{"id":"W4382134477","doi":"10.1016/s1452-3981(23)13023-9","title":"Recent Advancement in Various Electrochemical and Immunosensing Strategies for Detection of Chloramphenicol","year":2013,"lang":"en","type":"article","venue":"International Journal of Electrochemical Science","topic":"Advanced biosensing and bioanalysis techniques","field":"Biochemistry, Genetics and Molecular Biology","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Kwangwoon University","keywords":"Miniaturization; Chloramphenicol; Broad spectrum; Nanotechnology; Computer science; Biochemical engineering; Materials science; Antibiotics; Chemistry; Engineering; Combinatorial chemistry","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002657354,0.00008519242,0.0001338416,0.0001203898,0.00002714582,0.00004259864,0.0002346377,0.00005763702,9.887883e-7],"category_scores_gemma":[0.0002829786,0.00007157168,0.00005481541,0.0001711628,0.000199944,0.00003492084,0.00005332462,0.00009919413,7.108647e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008963749,"about_ca_system_score_gemma":0.0001333553,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005426004,"about_ca_topic_score_gemma":0.000006325569,"domain_scores_codex":[0.9990205,0.00001120143,0.0003437589,0.000174865,0.0002655016,0.0001841708],"domain_scores_gemma":[0.9987624,0.00002446379,0.0002430247,0.00007289681,0.0008486012,0.00004865546],"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":[0.0001584099,0.00005017604,0.00005756883,0.000002313722,0.00002073945,4.276402e-7,0.00001167313,0.000002226955,0.9710217,0.0000802063,0.000004333904,0.02859023],"study_design_scores_gemma":[0.0003179482,0.0003598773,0.0001788783,0.00002125915,0.000007464316,0.00007202037,0.00005365872,0.0003153658,0.9952586,0.002812925,0.0005248856,0.0000771311],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9387187,0.000398471,0.0604162,0.00027,0.00005289126,0.0001050382,5.997122e-7,0.000003043349,0.00003502694],"genre_scores_gemma":[0.9877065,0.0007210358,0.01139777,0.00007452605,0.00008505591,0.000004048526,0.000003215875,0.000004509842,0.000003326405],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04901843,"threshold_uncertainty_score":0.2918608,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005860423648471637,"score_gpt":0.2846578105550083,"score_spread":0.2787973869065367,"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."}}