{"id":"W3018323810","doi":"10.1007/s40819-020-00820-7","title":"Approximating Solutions of Fredholm Integral Equations via a General Spline Maximum Entropy Method","year":2020,"lang":"en","type":"article","venue":"International Journal of Applied and Computational Mathematics","topic":"Fractional Differential Equations Solutions","field":"Mathematics","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Prince Edward Island","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Mathematics; Piecewise; Fredholm integral equation; Quartic function; Mathematical analysis; Quintic function; Applied mathematics; Piecewise linear function; Integral equation; Quadratic equation; Spline (mechanical); Nonlinear system; Pure mathematics; Geometry; Physics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005426217,0.000225254,0.0004892973,0.0002985825,0.0001392452,0.00007305422,0.0004098201,0.0000910346,0.0001388076],"category_scores_gemma":[0.0008397019,0.0002082617,0.0002261504,0.0002715711,0.000125267,0.0002270181,0.0001545346,0.0003382274,0.00001094698],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000960632,"about_ca_system_score_gemma":0.0001947603,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006670079,"about_ca_topic_score_gemma":0.000001954744,"domain_scores_codex":[0.9969906,0.00005857772,0.001540141,0.0001959569,0.001020809,0.0001939017],"domain_scores_gemma":[0.9956224,0.00153208,0.00139999,0.000112171,0.001165641,0.0001677449],"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":[0.00008131547,0.0005030752,0.00001202403,0.00007906619,0.0004792828,0.00000463301,0.001891533,0.02582827,0.00576881,0.9602562,0.0003429462,0.004752875],"study_design_scores_gemma":[0.0007061286,0.00006502475,0.00006611815,0.00005628318,0.000113851,0.00007109733,0.0004332364,0.3950412,0.0003479249,0.6029108,0.00006807481,0.0001203258],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.02339124,0.00004002554,0.9723434,0.00287342,0.0002277392,0.0002218548,0.00007972761,0.00003507223,0.0007875095],"genre_scores_gemma":[0.4640598,0.000005734513,0.535424,0.0001428195,0.0002930153,0.000009415437,0.00003332334,0.00002000077,0.00001188774],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.4406686,"threshold_uncertainty_score":0.8492664,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06628996536898772,"score_gpt":0.3363600956288756,"score_spread":0.2700701302598879,"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."}}