{"id":"W4390855121","doi":"","title":"RKHS Weightings of Functions","year":2023,"lang":"en","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Statistical and numerical algorithms","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"Natural Sciences and Engineering Research Council of Canada; Consortium de Recherche et d’innovation en Aérospatiale au Québec","keywords":"Computer science; Mathematics","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002919997,0.0002804921,0.0005124201,0.000156307,0.0001911922,0.00009686603,0.0007896909,0.0002581399,0.0004394127],"category_scores_gemma":[0.006464764,0.000266904,0.0002625291,0.0004443765,0.0002773949,0.00004654767,0.001233216,0.0006196136,0.0001679725],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005800691,"about_ca_system_score_gemma":0.0001374276,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000904383,"about_ca_topic_score_gemma":0.0002904913,"domain_scores_codex":[0.9960415,0.001877185,0.0006998883,0.0005847136,0.0004854613,0.0003112535],"domain_scores_gemma":[0.989898,0.006262,0.0005387907,0.001476678,0.001654065,0.000170466],"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":[0.00001981982,0.001405014,0.0009677724,0.00114366,0.000292877,0.00001201007,0.005810225,0.00001323818,0.0008791034,0.8919855,0.02837554,0.06909519],"study_design_scores_gemma":[0.0006083049,0.00000109486,0.00348098,0.00295027,0.0002291642,0.000008246721,0.0002266228,0.02018424,0.01641614,0.9399175,0.01522844,0.0007489543],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.02202842,0.0002332825,0.9161859,0.00956119,0.0005571942,0.0004896412,0.0004526726,0.0006346343,0.04985708],"genre_scores_gemma":[0.2359821,0.0003839204,0.6541831,0.0000865347,0.0001031158,0.0002130953,0.0007523442,0.0001842789,0.1081116],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.2620028,"threshold_uncertainty_score":0.9999783,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04238688186958491,"score_gpt":0.278175520936137,"score_spread":0.2357886390665521,"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."}}