{"id":"W2755771628","doi":"10.1063/1.5003389","title":"Interfering resonance as an underlying mechanism in the adaptive feedback control of radiationless transitions: Retinal isomerization","year":2017,"lang":"en","type":"article","venue":"The Journal of Chemical Physics","topic":"Laser-Matter Interactions and Applications","field":"Physics and Astronomy","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Air Force Office of Scientific Research; Natural Sciences and Engineering Research Council of Canada","keywords":"Isomerization; Coherent control; Mechanism (biology); Interference (communication); Resonance (particle physics); Adaptive control; Feedback control; Quantum; Control (management); Chemical physics; Control theory (sociology); Physics; Computer science; Biological system; Chemistry; Quantum mechanics; Control engineering; Artificial intelligence; Telecommunications; Biology","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":[0.0005354645,0.000266424,0.0001766501,0.0002813414,0.0004750206,0.0005018014,0.0006950132,0.0005450303,0.001826333],"category_scores_gemma":[0.0007481634,0.0001671804,0.0002380791,0.0001663148,0.001482619,0.0010759,0.0004978908,0.0007523972,0.0001615412],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004157703,"about_ca_system_score_gemma":0.0002510347,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003113184,"about_ca_topic_score_gemma":0.0002734754,"domain_scores_codex":[0.9997333,0.00003987011,0.00001212896,0.0000789499,0.00009654675,0.00003917506],"domain_scores_gemma":[0.9995171,0.0002379536,0.00009040438,0.00008706633,0.00003836372,0.00002911019],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0002920318,0.00009282579,0.001225021,0.00009594591,0.00002044432,0.0002750272,0.000232791,0.003357512,0.9276369,0.05837172,0.0001139298,0.008285929],"study_design_scores_gemma":[0.0000726495,0.0003962662,0.003240109,0.00001599132,0.00004271389,0.0003759359,0.0001269545,0.09165867,0.8701313,0.03206291,0.001823078,0.00005353176],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8121824,0.0004206335,0.1767499,0.0005844035,0.00009025843,0.0001165411,0.00007085898,0.0002876911,0.009497251],"genre_scores_gemma":[0.9906181,0.0001001108,0.008611826,0.000056882,0.00000947942,0.00002161288,0.00001264216,0.00002115519,0.0005482942],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001826333,"threshold_uncertainty_score":0.006109715,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02806905396404463,"score_gpt":0.2958945037947865,"score_spread":0.2678254498307419,"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."}}