{"id":"W2131523089","doi":"10.1111/j.1467-9639.2009.00336.x","title":"The Obsolescence of Computational Formulae","year":2009,"lang":"en","type":"article","venue":"Teaching Statistics","topic":"Statistics Education and Methodologies","field":"Mathematics","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario Tech University","funders":"","keywords":"Obsolescence; Computer science; Econometrics; Mathematical economics; Statistical analysis; Mathematics education; Calculus (dental); Statistics; Mathematics; Geology","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":[0.02643721,0.0006232891,0.001027392,0.003172577,0.002847021,0.006972269,0.002759918,0.003238433,0.01004123],"category_scores_gemma":[0.1043765,0.0006710034,0.0008046712,0.002083351,0.03089214,0.01787002,0.004674955,0.01708588,0.002884715],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004981889,"about_ca_system_score_gemma":0.003772762,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002903912,"about_ca_topic_score_gemma":0.001411734,"domain_scores_codex":[0.9864689,0.006030718,0.000841677,0.001954538,0.004242053,0.0004621368],"domain_scores_gemma":[0.8603914,0.101495,0.002877374,0.01634643,0.01688955,0.002000161],"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":[0.00003183321,0.00001134794,0.0001910969,0.0001409488,0.00001152562,0.00004885482,0.0006417641,0.0009634481,0.0001242877,0.9294618,0.04020706,0.02816604],"study_design_scores_gemma":[0.000009546048,0.00001209448,0.0001123773,0.0001855444,0.000005007964,0.00006824137,0.0001848573,0.001523322,0.0001870692,0.8898394,0.1078503,0.00002236538],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.02056518,0.05383046,0.1496949,0.6407852,0.0137605,0.00004064742,0.0007731401,0.001688137,0.1188619],"genre_scores_gemma":[0.683531,0.05746031,0.08764555,0.07955462,0.02842477,0.0002564893,0.0007417956,0.002775432,0.05961012],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02643721,"threshold_uncertainty_score":0.139815,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1337634508422933,"score_gpt":0.4491605246730133,"score_spread":0.31539707383072,"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."}}