{"id":"W4399798985","doi":"10.5267/j.ccl.2024.6.001","title":"Recognition of trivalent analytes using simple organic chromogenic and fluorogenic probes: A review","year":2024,"lang":"en","type":"review","venue":"Current Chemistry Letters","topic":"Analytical Chemistry and Sensors","field":"Chemical Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Chromogenic; Chemistry; Analyte; Simple (philosophy); Combinatorial chemistry; Chromatography","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.0004560786,0.001169533,0.0009180785,0.002447501,0.0002610437,0.0007377428,0.0007758367,0.0008191839,0.0024291],"category_scores_gemma":[0.0004921859,0.0004796519,0.0003595124,0.002461046,0.0003595981,0.001265851,0.0004897864,0.001196529,0.002179426],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004649185,"about_ca_system_score_gemma":0.0007182611,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007581431,"about_ca_topic_score_gemma":0.00119174,"domain_scores_codex":[0.999811,0.00001791378,0.0000205609,0.00004659758,0.00008026178,0.00002366013],"domain_scores_gemma":[0.9997594,0.0001008685,0.00003801054,0.00000834336,0.00007189241,0.00002158808],"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":[0.00005929639,0.0001719792,0.0002315215,0.02805229,0.0001059541,0.0002812048,0.00009920129,0.0008592377,0.02602297,0.005893175,0.02439538,0.9138278],"study_design_scores_gemma":[0.00000971579,0.0001724367,0.0005974186,0.001283083,0.0001080642,0.001007283,0.00005708409,0.0002609375,0.008336472,0.001290142,0.9868367,0.00004078605],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0008528713,0.9948414,0.001295466,0.000226966,0.0003480699,0.00001719509,0.00004305709,0.00003248521,0.002342499],"genre_scores_gemma":[0.00228678,0.9946178,0.00118324,0.0001885331,0.0001598936,0.0000228513,0.00007121734,0.000004874728,0.001464865],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002447501,"threshold_uncertainty_score":0.00812614,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07802465396320227,"score_gpt":0.3367120649473087,"score_spread":0.2586874109841064,"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."}}