{"id":"W2077586864","doi":"10.1088/0951-7715/19/1/011","title":"Travelling kinks in discrete phi<sup>4</sup>models","year":2005,"lang":"en","type":"article","venue":"Nonlinearity","topic":"Nonlinear Photonic Systems","field":"Physics and Astronomy","cited_by":48,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Discretization; Invariant (physics); Nonlinear system; Lattice (music); Stationary solution","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005526268,0.0002642471,0.0003767562,0.00009875305,0.00009047006,0.00007059587,0.0003157103,0.0001158273,0.0005044945],"category_scores_gemma":[0.000008952199,0.0002595269,0.0001656314,0.0002823637,0.00005715084,0.0003169454,0.00008077474,0.000560845,0.0002017349],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007988908,"about_ca_system_score_gemma":0.0001215484,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001449787,"about_ca_topic_score_gemma":0.0001178879,"domain_scores_codex":[0.9981138,0.0001129969,0.000518791,0.0004531131,0.0002813602,0.0005200093],"domain_scores_gemma":[0.9991261,0.00009608432,0.0001057182,0.0004714689,0.00005674903,0.0001439244],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002015316,0.002812764,0.1690014,0.0001664086,0.0003517983,0.00003839749,0.01024682,0.3356637,0.001195966,0.03378572,0.0009494802,0.4455861],"study_design_scores_gemma":[0.001106353,0.00002175589,0.0008303444,0.00006378722,0.00001694317,0.000002882844,0.0004161924,0.9619705,0.001770699,0.002124875,0.03129078,0.0003848974],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9379788,0.0001701059,0.01294589,0.0005308875,0.0001651341,0.0005911526,0.0002395047,0.0001123424,0.0472662],"genre_scores_gemma":[0.9851124,0.000004722621,0.01006517,0.00009114033,0.003641054,0.00002998754,0.0001198407,0.00004417027,0.0008914666],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6263068,"threshold_uncertainty_score":0.9999857,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02011635952700267,"score_gpt":0.2675676888794333,"score_spread":0.2474513293524306,"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."}}