{"id":"W2254970924","doi":"10.5539/apr.v8n1p106","title":"Introduction to the Coherent States Approach for Solving Non-linear Physical Problems","year":2016,"lang":"en","type":"article","venue":"Applied Physics Research","topic":"Quantum Information and Cryptography","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Coherent states; Bosonization; Coherent states in mathematical physics; Hamiltonian (control theory); Physics; Nonlinear system; Lie algebra; Quantum; Quantum mechanics; Physical system; Algebra over a field; Theoretical physics; Statistical physics; Mathematics; Pure mathematics; Squeezed coherent state; Mathematical optimization","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.001023128,0.001345295,0.0009115188,0.001680247,0.0006497431,0.001725327,0.001120393,0.001863414,0.007738009],"category_scores_gemma":[0.001493984,0.0004972665,0.001513024,0.001996691,0.002134132,0.001882982,0.001534314,0.004721442,0.002614951],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008460037,"about_ca_system_score_gemma":0.0008503647,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009362257,"about_ca_topic_score_gemma":0.0006975047,"domain_scores_codex":[0.99939,0.0002133233,0.00005664443,0.000107694,0.0001906913,0.00004167217],"domain_scores_gemma":[0.9994563,0.0003334912,0.00003227236,0.00006038259,0.00008926573,0.00002824747],"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":[0.00001413741,0.00004034746,0.0001959423,0.0009281468,0.00005378058,0.0001330596,0.0002347984,0.005685507,0.002023146,0.9222072,0.01173673,0.05674726],"study_design_scores_gemma":[0.00001380818,0.00008590859,0.0003908391,0.0005741387,0.00003414103,0.0004085073,0.00005977834,0.02056786,0.000888106,0.7018694,0.2750539,0.00005359058],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.002752153,0.1468778,0.7538855,0.006156403,0.003866189,0.0001789048,0.0005464029,0.0002820498,0.0854545],"genre_scores_gemma":[0.09415004,0.2139565,0.6181952,0.005640241,0.01383834,0.001472466,0.0008603236,0.0003680786,0.05151866],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.007738009,"threshold_uncertainty_score":0.0258863,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05180496146321945,"score_gpt":0.3272687908057883,"score_spread":0.2754638293425689,"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."}}