{"id":"W2000373273","doi":"10.1063/1.2187977","title":"Pulse shaping for optimal control of molecular processes","year":2006,"lang":"en","type":"article","venue":"The Journal of Chemical Physics","topic":"Laser-Matter Interactions and Applications","field":"Physics and Astronomy","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada; University of Alberta","keywords":"Optimal control; Excitation; Field (mathematics); Computer science; Pulse (music); Simple (philosophy); Population; Iterative method; Control (management); Space (punctuation); Algorithm; Mathematical optimization; Control theory (sociology); Physics; Mathematics; Optics; Quantum mechanics; Artificial intelligence","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":[0.0007045265,0.0004264041,0.0003193229,0.0002715805,0.0002590113,0.0004630553,0.0005112002,0.0004567727,0.001826024],"category_scores_gemma":[0.001230407,0.000219341,0.0002353383,0.0002082606,0.0006687437,0.0005029461,0.0004789127,0.000603182,0.0002812371],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004749403,"about_ca_system_score_gemma":0.0005520297,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004024641,"about_ca_topic_score_gemma":0.0004485445,"domain_scores_codex":[0.9997554,0.00006840689,0.00001028139,0.00004694087,0.0001013795,0.00001749471],"domain_scores_gemma":[0.9996696,0.0002101708,0.00003754581,0.00002897425,0.00004273329,0.00001104504],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000210513,0.00008151965,0.0002469346,0.0002566731,0.00004145526,0.00007074625,0.0001834873,0.4947682,0.06917141,0.2422633,0.001453193,0.1912524],"study_design_scores_gemma":[0.00003101365,0.00008875342,0.0000645908,0.00001592859,0.000008916247,0.00003045943,0.000009327906,0.9563955,0.01103595,0.02735194,0.004952646,0.00001500134],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.00519977,0.000218398,0.9917762,0.00007071537,0.00002417017,0.00002163594,0.000007325256,0.0001128623,0.002568894],"genre_scores_gemma":[0.527111,0.0006261445,0.4664752,0.0001778174,0.00007699612,0.0002421985,0.00004410489,0.0001398105,0.00510673],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001826024,"threshold_uncertainty_score":0.006108642,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0106782765177705,"score_gpt":0.2604005625961071,"score_spread":0.2497222860783365,"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."}}