{"id":"W2226918922","doi":"10.1017/cbo9780511810183.031","title":"Derivatives – notation","year":2010,"lang":"en","type":"other","venue":"","topic":"Matrix Theory and Algorithms","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Trent University","funders":"","keywords":"Notation; Programming language; Computer science; Linguistics; Philosophy","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00005695878,0.00008359172,0.00007716368,0.00008392734,0.00001798564,0.00005132167,0.0004387489,0.0001108981,0.00340063],"category_scores_gemma":[0.000009461501,0.00006553595,0.00002442327,0.00008402575,0.00001986498,0.00006023966,0.000070359,0.0001031303,0.000519774],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000001897212,"about_ca_system_score_gemma":0.00001603066,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001444636,"about_ca_topic_score_gemma":0.00001714758,"domain_scores_codex":[0.9996011,0.00001833483,0.00005153765,0.0001706071,0.00008009971,0.00007837373],"domain_scores_gemma":[0.9995884,0.00002153477,0.00005401019,0.0003013436,0.000008301356,0.00002646288],"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":[1.627115e-7,0.00000964783,0.000001024527,0.000009535204,0.000006862537,0.000002339614,0.00005432604,1.014207e-7,0.00008860949,0.7032557,0.2180026,0.07856909],"study_design_scores_gemma":[0.00004567156,0.000006787948,0.000007145175,0.00001084532,0.000001011118,0.000001830003,0.00000200289,0.0006326701,0.0005004833,0.01060261,0.9880743,0.0001146571],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[3.398721e-7,0.00002307367,0.4498073,0.00007495172,0.0003168708,0.00003508111,6.865621e-7,0.0002427585,0.549499],"genre_scores_gemma":[0.00003123413,0.000006694774,0.1724769,0.0001240543,0.0001754828,0.000003603089,0.000002132142,0.00004033046,0.8271395],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7700717,"threshold_uncertainty_score":0.9975104,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00829211080927724,"score_gpt":0.2386987793457633,"score_spread":0.230406668536486,"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."}}