{"id":"W4256208135","doi":"10.1007/978-1-4939-7543-3","title":"New Trends in Approximation Theory","year":2018,"lang":"en","type":"book","venue":"Fields Institute communications","topic":"Mathematical Approximation and Integration","field":"Mathematics","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal; Université Laval","funders":"","keywords":"Computer science; Econometrics; Mathematics","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007328385,0.0003352132,0.0004808109,0.0005539145,0.000178844,0.00008658724,0.001366447,0.0006774442,0.003243076],"category_scores_gemma":[0.0007163046,0.0003121085,0.0001849028,0.0003238589,0.0002393714,0.0003436121,0.0003441495,0.0008861986,0.0003826779],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002608391,"about_ca_system_score_gemma":0.000354907,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002272665,"about_ca_topic_score_gemma":0.001374381,"domain_scores_codex":[0.9981023,0.0001756467,0.0008850954,0.0003071284,0.0003083368,0.0002214569],"domain_scores_gemma":[0.9960644,0.0005915007,0.000396457,0.002687302,0.0001541127,0.0001062046],"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":[0.000005425129,0.00007110473,3.159746e-7,0.00005710605,0.00002151574,3.787261e-7,0.0008501643,2.731666e-7,7.091318e-7,0.7038023,0.2736546,0.02153601],"study_design_scores_gemma":[0.0002006965,0.0000274025,0.000002604253,0.0003062509,0.00004284546,0.000003702836,0.00003291996,0.001024058,0.00001289023,0.6847239,0.3134042,0.0002184812],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000008375697,0.0001442442,0.1755543,0.001445278,0.0002366252,0.0003792406,0.00001916134,0.0001722645,0.8220405],"genre_scores_gemma":[0.000169665,0.0001301002,0.2168985,0.0002062315,0.0002420531,0.00009915843,0.0008270665,0.00004424541,0.781383],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.0413442,"threshold_uncertainty_score":0.9999331,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1387402080887382,"score_gpt":0.3733070172778976,"score_spread":0.2345668091891593,"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."}}