{"id":"W4400837226","doi":"10.3842/sigma.2024.065","title":"Adiabatic Limit, Theta Function, and Geometric Quantization","year":2024,"lang":"en","type":"article","venue":"Symmetry Integrability and Geometry Methods and Applications","topic":"Quantum Mechanics and Applications","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"McMaster University","keywords":"Adiabatic process; Limit (mathematics); Quantization (signal processing); Mathematics; Function (biology); Statistical physics; Mathematical analysis; Physics; Algorithm; Quantum mechanics","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001236778,0.0002523296,0.0002974514,0.0004585892,0.0004302729,0.0003038773,0.0001143727,0.0001021226,0.000210001],"category_scores_gemma":[0.00006852543,0.0002140208,0.00008742382,0.002059419,0.0001969593,0.0002039857,0.0001070422,0.0003450558,0.00002178194],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001690637,"about_ca_system_score_gemma":0.00004014593,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001185747,"about_ca_topic_score_gemma":0.000002565861,"domain_scores_codex":[0.9983703,0.0001409528,0.0003953074,0.00071287,0.0001249357,0.0002556118],"domain_scores_gemma":[0.9982806,0.0009401539,0.00007661073,0.0003961784,0.0001027099,0.0002037294],"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":[0.000002286166,0.00006588805,0.003397247,0.00008330742,0.00005626109,3.966366e-8,0.00003163912,4.207382e-7,0.0003616962,0.6570349,0.00007105581,0.3388952],"study_design_scores_gemma":[0.0001545626,0.00007261927,0.007764271,0.00003638981,0.0001929451,0.000005571364,0.000624122,0.007214495,0.0004069794,0.9287889,0.05444363,0.0002955096],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.0563135,0.004798599,0.9353847,0.0008606256,0.0001121169,0.0006326055,0.000131807,0.0001140822,0.001651974],"genre_scores_gemma":[0.9818474,0.0003608681,0.01665203,0.00007605486,0.0002174745,0.0004700008,0.00008081875,0.0000270352,0.0002682891],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.925534,"threshold_uncertainty_score":0.8727515,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01920309818088494,"score_gpt":0.3290035574052001,"score_spread":0.3098004592243152,"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."}}