{"id":"W2609544537","doi":"10.1090/crmp/033","title":"Quantum Control: Mathematical and Numerical Challenges","year":2003,"lang":"en","type":"book","venue":"CRM proceedings & lecture notes","topic":"Quantum Information and Cryptography","field":"Computer Science","cited_by":40,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Control (management); Computer science; Quantum control; Quantum; Physics; Quantum mechanics; Artificial intelligence","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"],"consensus_categories":[],"category_scores_codex":[0.0003360303,0.0005585279,0.0007023572,0.0003179455,0.0001894816,0.0004788577,0.0007137344,0.0006043053,0.00005112221],"category_scores_gemma":[0.0002661746,0.0004545109,0.0002100108,0.0002030165,0.0001505603,0.0004883612,0.0001245399,0.0007358199,0.0001212106],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004803307,"about_ca_system_score_gemma":0.0001624187,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":2.895898e-7,"about_ca_topic_score_gemma":1.226451e-7,"domain_scores_codex":[0.9978044,0.00001359851,0.0005007001,0.0006318425,0.000556891,0.0004925425],"domain_scores_gemma":[0.9985998,0.0002412619,0.0003464843,0.0002749767,0.0002825471,0.0002549681],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000006812346,0.0000252153,0.000005969243,0.0003426836,0.0000532627,0.000002922386,0.001119933,8.333257e-7,0.00001273053,0.9880648,0.001322035,0.009042774],"study_design_scores_gemma":[0.0003796138,0.0001726911,0.00002610793,0.0001778728,0.00004825524,0.0001466268,0.00001858587,0.006689241,0.00007474587,0.9240168,0.06771846,0.0005310129],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.00002350414,0.004777292,0.4266647,0.003431856,0.0002041622,0.0003507765,0.000004284243,0.0003930295,0.5641504],"genre_scores_gemma":[0.9717198,0.002774799,0.01056973,0.01127351,0.001240706,0.0002494801,0.0000274292,0.0002675392,0.00187703],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9716963,"threshold_uncertainty_score":0.9997907,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01451039965497193,"score_gpt":0.2208559371806473,"score_spread":0.2063455375256754,"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."}}