{"id":"W4242981930","doi":"10.1017/cbo9780511997754","title":"Localization in Periodic Potentials","year":2011,"lang":"en","type":"book","venue":"Cambridge University Press eBooks","topic":"Photonic and Optical Devices","field":"Engineering","cited_by":133,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Nonlinear system; Gross–Pitaevskii equation; Physics; Dispersion (optics); Schrödinger's cat; Nonlinear Schrödinger equation; Stability (learning theory); Field (mathematics); Classical mechanics; Schrödinger equation; Standing wave; Periodic potential; Mathematics; Mathematical analysis; Quantum mechanics; Computer science","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":[0.00008592032,0.0002689655,0.0002181713,0.0002992755,0.0004361749,0.00094311,0.0002857331,0.0002896669,0.01165841],"category_scores_gemma":[0.0003151616,0.0001689921,0.0001770744,0.0004547154,0.0006810514,0.001777668,0.0005809634,0.0007427708,0.002510252],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005713345,"about_ca_system_score_gemma":0.0005199183,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004380803,"about_ca_topic_score_gemma":0.0005497065,"domain_scores_codex":[0.9999398,0.000009637271,0.000002276278,0.000009823292,0.00003065597,0.000007853291],"domain_scores_gemma":[0.9999506,0.000022025,0.000004858137,0.000006308169,0.0000102169,0.00000589194],"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":[0.000005896174,0.000007733644,0.00002969172,0.0001162538,0.000003248664,0.00009586864,0.0001858519,0.001404527,0.00101981,0.9280857,0.03345132,0.0355941],"study_design_scores_gemma":[0.000005665666,0.00002172288,0.0001875182,0.0001269762,0.000004917902,0.0004277546,0.0001453295,0.004428027,0.0009218887,0.4948171,0.4989029,0.00001010835],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01497937,0.03799456,0.0348179,0.004354948,0.001790237,0.00003389203,0.0001056386,0.0002645213,0.905659],"genre_scores_gemma":[0.1806324,0.02946129,0.01240094,0.001128055,0.000818876,0.00007071553,0.0001949919,0.0002355508,0.7750573],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01165841,"threshold_uncertainty_score":0.03900123,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01335843235191769,"score_gpt":0.1734018503927339,"score_spread":0.1600434180408162,"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."}}