{"id":"W4389212353","doi":"10.1007/978-981-99-5894-8_3","title":"Quasi-Classical Spin Boson Models","year":2023,"lang":"en","type":"book-chapter","venue":"Springer INdAM series","topic":"Quantum many-body systems","field":"Physics and Astronomy","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Boson; Classical limit; Physics; Spin (aerodynamics); Limit (mathematics); Quantum; Field (mathematics); Interacting boson model; Theoretical physics; Classical mechanics; Quantum mechanics; Statistical physics; Mathematics; Pure mathematics; Mathematical analysis","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003619123,0.0006282093,0.0007972752,0.0007563715,0.0008617247,0.002000151,0.001165478,0.001069964,0.01432996],"category_scores_gemma":[0.000440397,0.00031692,0.0006074471,0.000866584,0.001604984,0.00239447,0.0008358947,0.001339022,0.002419269],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009168377,"about_ca_system_score_gemma":0.0005097973,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001091617,"about_ca_topic_score_gemma":0.001467853,"domain_scores_codex":[0.9998691,0.00003494316,0.000005078015,0.00001441654,0.00005256642,0.00002384301],"domain_scores_gemma":[0.9998404,0.00003828474,0.00001317358,0.00004048656,0.00003114725,0.00003645693],"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":[0.000005718222,0.00001207412,0.00001087146,0.00001666816,0.000002567119,0.00001169296,0.00001702376,0.000824862,0.0002197074,0.9948408,0.002637374,0.001400653],"study_design_scores_gemma":[0.000008154178,0.000005283459,0.00005468787,0.000008576032,0.000002365895,0.00003061656,0.00001599603,0.008685283,0.00007041422,0.9859876,0.005126893,0.000004124128],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.09424424,0.007609076,0.08666607,0.007195937,0.002437059,0.00007057084,0.0007158165,0.0006692383,0.800392],"genre_scores_gemma":[0.6337681,0.006346244,0.01648514,0.001604199,0.001705054,0.0001808325,0.0007926121,0.0003739549,0.3387438],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01432996,"threshold_uncertainty_score":0.04793853,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03418275188591223,"score_gpt":0.2517202866407158,"score_spread":0.2175375347548035,"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."}}