{"id":"W94698893","doi":"10.1007/978-3-540-34460-5_13","title":"Quantum–Classical Reaction Rate Theory","year":2006,"lang":"en","type":"book-chapter","venue":"Springer series in chemical physics","topic":"Spectroscopy and Quantum Chemical Studies","field":"Physics and Astronomy","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Quantum; Physics; Harmonic oscillator; Reaction rate constant; Nonlinear system; Formalism (music); Quantum mechanics; Quantum system; Quantum dynamics; Thermodynamics; Classical mechanics; Kinetics","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":[0.0001301024,0.000629213,0.0007591557,0.0000404314,0.00009197024,0.00004567179,0.0002644807,0.000286191,0.0002989599],"category_scores_gemma":[0.00001162559,0.0006165486,0.00035447,0.00007212754,0.0004571853,0.0001824641,0.0002624006,0.001189494,0.0001290864],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001796629,"about_ca_system_score_gemma":0.00005096655,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004151942,"about_ca_topic_score_gemma":0.000001999697,"domain_scores_codex":[0.9979891,0.00002176261,0.0005249568,0.0006886065,0.0002679159,0.0005076937],"domain_scores_gemma":[0.9989856,0.0002064552,0.0002556361,0.000396737,0.00006164917,0.00009388927],"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":[0.0001479971,0.0001191786,0.00009415502,0.00004914405,0.0001327242,0.000007180002,0.00003655074,0.000003388306,0.0505549,0.9421208,0.003305532,0.003428493],"study_design_scores_gemma":[0.000307366,0.00002754748,0.00003655144,0.0001634098,0.00007972494,6.418686e-7,0.00001903311,0.00002649814,0.1221043,0.8089057,0.06764606,0.0006831237],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01464056,0.0002653922,0.0008869196,0.0002141461,0.0005187334,0.0002858161,0.000122124,0.0001535393,0.9829128],"genre_scores_gemma":[0.8304003,0.00008884707,0.0003587866,0.0001259395,0.006709071,0.0001077526,0.0006047446,0.0003007707,0.1613037],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8216091,"threshold_uncertainty_score":0.9996286,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01257670316111713,"score_gpt":0.236619998440355,"score_spread":0.2240432952792379,"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."}}