{"id":"W601307395","doi":"","title":"Isomonodromic deformations and applications in physics : CRM workshop, May 1-6, 2000, Montréal, Canada","year":2002,"lang":"en","type":"book","venue":"American Mathematical Society eBooks","topic":"Molecular spectroscopy and chirality","field":"Chemistry","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Integrable system; Fredholm determinant; Mathematical physics; Meromorphic function; Ramanujan tau function; Partition function (quantum field theory); Twistor theory; Mathematics; Hypergeometric function; Inverse; Pure mathematics; Physics; Quantum mechanics; Geometry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0009767825,0.00119045,0.0007406633,0.001423321,0.002108378,0.00404954,0.001906574,0.001011996,0.1980751],"category_scores_gemma":[0.0007711146,0.0005579194,0.0004352559,0.002054171,0.00129185,0.001690569,0.001632121,0.0009896933,0.04043863],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01013904,"about_ca_system_score_gemma":0.01210751,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4220913,"about_ca_topic_score_gemma":0.713073,"domain_scores_codex":[0.9996568,0.00002502235,0.0000074787,0.00007740012,0.0001305315,0.000102756],"domain_scores_gemma":[0.99937,0.00003780223,0.00001524747,0.00004230287,0.0003113297,0.0002232725],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000689689,0.00006487239,0.0006296911,0.0001420948,0.000009111613,0.0001523078,0.0001921994,0.0007830472,0.001131837,0.01741512,0.8832674,0.09614341],"study_design_scores_gemma":[0.00001668761,0.00002586018,0.002305059,0.0001783731,0.000009924677,0.0001012928,0.0003708049,0.0018241,0.0007564279,0.005809743,0.9885823,0.00001946444],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01656508,0.0929882,0.02769882,0.04581914,0.009869145,0.0002582706,0.009008534,0.002465619,0.7953273],"genre_scores_gemma":[0.02096184,0.01657232,0.004314251,0.0004707474,0.0007327773,0.00004315779,0.002259336,0.0003039777,0.9543417],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4220913,"threshold_uncertainty_score":0.839269,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007596437687962639,"score_gpt":0.2204897146208924,"score_spread":0.2128932769329298,"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."}}