{"id":"W4386514583","doi":"10.1016/j.trac.2023.117272","title":"Coumarin-hemicyanine-based far-red to near-infrared fluorescent probes: A new generation of fluorescent probe design platform","year":2023,"lang":"en","type":"article","venue":"TrAC Trends in Analytical Chemistry","topic":"Molecular Sensors and Ion Detection","field":"Chemistry","cited_by":55,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University","funders":"","keywords":"Coumarin; Cyanine; Fluorescence; Combinatorial chemistry; Rational design; Nanotechnology; Chemistry; Materials science; 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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002191874,0.0003654255,0.0004620591,0.0001790849,0.00007173847,0.00007718381,0.0003060198,0.0003608809,0.002143104],"category_scores_gemma":[0.0001755402,0.0003699975,0.0002351268,0.001250294,0.00007857771,0.00006540294,0.00007295569,0.000398561,0.00003991006],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002814001,"about_ca_system_score_gemma":0.0001976297,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006776326,"about_ca_topic_score_gemma":0.00001831455,"domain_scores_codex":[0.9973932,0.00001942001,0.0007780673,0.0006650625,0.0005919773,0.0005523095],"domain_scores_gemma":[0.9987112,0.00005754561,0.0001535783,0.0005991473,0.00009663907,0.0003819265],"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":[0.000387907,0.0003067692,0.0003996028,0.0002841654,0.00005642969,0.0000548014,0.0001257983,0.009514589,0.951907,0.00001774867,0.01546445,0.02148076],"study_design_scores_gemma":[0.001223033,0.00004969647,0.0003269411,0.000105954,0.00004802439,0.000005648655,0.00003007485,0.2524556,0.743435,0.00004230557,0.001976957,0.0003008106],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9681758,0.00009603528,0.01468555,0.001181637,0.0001403104,0.0004376549,0.00008298766,0.0006276183,0.01457241],"genre_scores_gemma":[0.9852291,0.00001352684,0.005194286,0.00008418265,0.0002454979,0.00006405626,0.00043018,0.00007338604,0.008665764],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.242941,"threshold_uncertainty_score":0.9998752,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06309033197491459,"score_gpt":0.2883338568612057,"score_spread":0.2252435248862911,"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."}}