{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002179897,0.00007718314,0.00008726206,0.00006648264,0.0001933633,0.0001812945,0.0006746015,0.00001307517,0.0005867067],"category_scores_gemma":[0.0000153863,0.00006210817,0.00005012818,0.000466844,0.0003482068,0.0002171082,0.0001960266,0.0002125042,0.0003674139],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002167311,"about_ca_system_score_gemma":0.00004331017,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004155297,"about_ca_topic_score_gemma":0.000004860994,"domain_scores_codex":[0.9992661,0.00006139895,0.0002201333,0.0001577939,0.0001563752,0.0001382364],"domain_scores_gemma":[0.9988366,0.0007750381,0.00002279821,0.0002961312,0.00002403665,0.00004540266],"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":[1.819147e-7,0.000174248,0.0001613491,0.000004606883,0.000007699698,9.74455e-8,0.0002087514,0.0000312848,0.0001863041,0.9501306,0.0002734344,0.04882144],"study_design_scores_gemma":[0.00003543918,0.00001021647,0.00007015451,0.00006927544,0.000005371121,5.843712e-7,0.0002471886,0.2334327,0.0001155154,0.7643293,0.001607747,0.00007656383],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.08300465,0.0001645385,0.6834126,0.01139064,0.0001840189,0.0002286834,0.00005418309,0.0001166463,0.2214441],"genre_scores_gemma":[0.9967687,0.000002475272,0.002884909,0.00005738933,0.0000464252,0.00006220309,0.00002074608,0.000005415062,0.0001517772],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.913764,"threshold_uncertainty_score":0.6424027,"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."}}