{"id":"W4402602216","doi":"10.4310/cms.240918032643","title":"Pattern alternations induced by nonlocal interactions","year":2024,"lang":"en","type":"article","venue":"Communications in Mathematical Sciences","topic":"Theoretical and Computational Physics","field":"Physics and Astronomy","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Wilfrid Laurier University","funders":"","keywords":"Physics; Mathematics; Statistical physics; Classical mechanics; 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":[0.0002076052,0.0001995464,0.0004069108,0.0006094408,0.0005394711,0.001214515,0.0007414978,0.0006185584,0.0126864],"category_scores_gemma":[0.001604325,0.0002840071,0.0001902514,0.00052885,0.0007225351,0.001297737,0.0009322162,0.000735,0.0008677912],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002204405,"about_ca_system_score_gemma":0.0001801783,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001023194,"about_ca_topic_score_gemma":0.0002321338,"domain_scores_codex":[0.999688,0.00004490751,0.00001626386,0.00007213946,0.0001186997,0.00006007449],"domain_scores_gemma":[0.9987848,0.0003296158,0.0002309234,0.0002756463,0.0001279116,0.0002511773],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.001174728,0.0003926177,0.004128314,0.0002804403,0.00006221393,0.002158,0.0005209431,0.008120784,0.5165199,0.406305,0.005711035,0.05462591],"study_design_scores_gemma":[0.0003204174,0.000371971,0.01807172,0.00003906566,0.00006399363,0.004129026,0.0007190646,0.1914818,0.1230549,0.6491684,0.01245614,0.0001232699],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9016322,0.0002249882,0.05687481,0.0004541129,0.0002881082,0.00005740952,0.0002193568,0.0006746619,0.03957435],"genre_scores_gemma":[0.9873311,0.0000801735,0.00582981,0.0001130597,0.0000525561,0.00003704122,0.0001056848,0.0001523826,0.006298197],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0126864,"threshold_uncertainty_score":0.04244024,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04599224909001592,"score_gpt":0.3713549273528311,"score_spread":0.3253626782628152,"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."}}