{"id":"W2021240255","doi":"10.1103/physreve.79.011606","title":"Nonlinear driven response of a phase-field crystal in a periodic pinning potential","year":2009,"lang":"en","type":"article","venue":"Physical Review E","topic":"Solidification and crystal growth phenomena","field":"Materials Science","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"Natural Sciences and Engineering Research Council of Canada; Division of Materials Research; China Scholarship Council; Fundação de Amparo à Pesquisa do Estado de São Paulo; National Science Foundation","keywords":"Pinning force; Condensed matter physics; Phase diagram; Nonlinear system; Physics; Lattice (music); Phase transition; Hysteresis; Phase (matter); Superconductivity; Quantum mechanics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0001958087,0.0002404238,0.0004634168,0.0003554059,0.0003623679,0.0005779408,0.000417951,0.0006540371,0.002163673],"category_scores_gemma":[0.0009838111,0.0002097655,0.0002590631,0.0002058896,0.0008096444,0.0004746873,0.0004695679,0.0003807766,0.0000942518],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005314894,"about_ca_system_score_gemma":0.0006427848,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003538808,"about_ca_topic_score_gemma":0.001705823,"domain_scores_codex":[0.9999334,0.0000173001,0.00000217977,0.000009403573,0.0000193338,0.00001852992],"domain_scores_gemma":[0.9996351,0.0001822233,0.00006729015,0.00001917636,0.00003555583,0.00006063734],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0004843495,0.0002090198,0.003711723,0.0002283145,0.0001072269,0.0008220583,0.0003043821,0.7548937,0.1829531,0.05125841,0.0004857326,0.004541942],"study_design_scores_gemma":[0.00003409951,0.00006447067,0.000512176,0.000003828388,0.000006600431,0.00004245935,0.00002243574,0.9925792,0.00455816,0.002002004,0.0001644477,0.00001024153],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9910097,0.00008245703,0.005720032,0.0001265598,0.0000149137,0.00001700807,0.00003319564,0.00005051156,0.00294559],"genre_scores_gemma":[0.9974137,0.00005874131,0.001498766,0.00001808505,0.000004619384,0.00001767372,0.00002468291,0.00001062521,0.0009531106],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003538808,"threshold_uncertainty_score":0.007238209,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02087708958889238,"score_gpt":0.3349328492899855,"score_spread":0.3140557597010931,"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."}}