{"id":"W1965259045","doi":"10.1103/physreva.81.051801","title":"Spatial optical similaritons in conservative nonintegrable systems","year":2010,"lang":"en","type":"article","venue":"Physical Review A","topic":"Advanced Fiber Laser Technologies","field":"Physics and Astronomy","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Physics; Nonlinear system; Quintic function; Homogeneous; Resonance (particle physics); Limit (mathematics); Impurity; Nonlinear optics; Optics; Quantum electrodynamics; Classical mechanics; Quantum mechanics; Statistical physics; 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":[0.0003563418,0.0002519044,0.0002813278,0.0004962199,0.0005052367,0.0007951645,0.0004704855,0.000501063,0.001066478],"category_scores_gemma":[0.0009181122,0.000150132,0.0002304711,0.0002591296,0.001320595,0.0006846752,0.0008147024,0.000305069,0.00009536662],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004637385,"about_ca_system_score_gemma":0.0003135052,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008323487,"about_ca_topic_score_gemma":0.0007822392,"domain_scores_codex":[0.9998875,0.00002540616,0.000004958454,0.000007852424,0.00004441155,0.00002979275],"domain_scores_gemma":[0.9996837,0.0001062377,0.00007249122,0.00004124308,0.00004153299,0.00005478383],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001342662,0.00007277296,0.001661296,0.00008242617,0.00003399908,0.000997166,0.0004860383,0.1093882,0.0481317,0.8339279,0.0003561542,0.004728036],"study_design_scores_gemma":[0.00008813478,0.0002098437,0.00149269,0.00001184636,0.00002184062,0.0003522541,0.0001890374,0.8721823,0.007103616,0.1169716,0.001340006,0.00003679208],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9439412,0.000167669,0.04493833,0.0002290206,0.00003212296,0.00003305584,0.00001768608,0.00005113544,0.01058987],"genre_scores_gemma":[0.9958521,0.0000577115,0.002690441,0.0000185735,0.000007186803,0.00001548634,0.000006167586,0.000004277772,0.001348023],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001066478,"threshold_uncertainty_score":0.003567696,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01096824661634371,"score_gpt":0.3035105028986758,"score_spread":0.2925422562823321,"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."}}