{"id":"W4388323159","doi":"10.1093/oso/9780199212903.003.0014","title":"EPDiff in n dimensions","year":2009,"lang":"en","type":"book-chapter","venue":"","topic":"Magnetism in coordination complexes","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Wilfrid Laurier University; University of Toronto","funders":"","keywords":"Ansatz; Mathematics; Lift (data mining); Generalization; Singular solution; Action (physics); Mathematical analysis; Trigonometric functions; Pure mathematics; Mathematical physics; Physics; Geometry; Computer science; Quantum mechanics","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":[0.0001925355,0.0003254135,0.0002880556,0.0004559702,0.0006577843,0.0008971073,0.0005164084,0.0005333974,0.008299683],"category_scores_gemma":[0.0003941636,0.00013267,0.0003555442,0.0003481406,0.001065771,0.001303488,0.0009444787,0.001194312,0.001229501],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006235833,"about_ca_system_score_gemma":0.0004209272,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006728794,"about_ca_topic_score_gemma":0.0007057802,"domain_scores_codex":[0.9998887,0.00002520627,0.000007180334,0.00002294965,0.00004338997,0.00001261292],"domain_scores_gemma":[0.9999199,0.0000170877,0.000006316927,0.00001636164,0.00002783517,0.00001241903],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000004007465,0.000007030585,0.0000454167,0.00004545952,0.000001955653,0.00008047283,0.00005752773,0.0006521243,0.0006841939,0.9850444,0.004567249,0.0088102],"study_design_scores_gemma":[0.000005960379,0.00001045514,0.0001586817,0.00003593143,0.000002110497,0.0002771916,0.00004468325,0.006279008,0.0005913472,0.9505348,0.04205289,0.000007095827],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.08174018,0.005961229,0.09502926,0.00401535,0.002053363,0.00004323073,0.0003036454,0.0002471419,0.8106066],"genre_scores_gemma":[0.5911419,0.007685922,0.06944975,0.00261914,0.001026483,0.0001552842,0.0004837906,0.0002315886,0.3272061],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.008299683,"threshold_uncertainty_score":0.02776521,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02570820114139498,"score_gpt":0.2521894012306052,"score_spread":0.2264812000892102,"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."}}