{"id":"W2146331214","doi":"10.1145/1040034.1040036","title":"Not seeing the roots for the branches","year":2004,"lang":"en","type":"article","venue":"ACM SIGSAM Bulletin","topic":"Polynomial and algebraic computation","field":"Computer Science","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Focus (optics); Mathematics; Algebra over a field; Contrast (vision); Polynomial; Calculus (dental); Applied mathematics; Pure mathematics; Computer science; Mathematical analysis; Artificial intelligence","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":[0.002428406,0.000535547,0.0006352406,0.0009625288,0.002247782,0.004758281,0.002140284,0.002805368,0.01391714],"category_scores_gemma":[0.01882814,0.0004017902,0.0007509084,0.001049519,0.004924989,0.0183653,0.002333788,0.005671658,0.004095008],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001037101,"about_ca_system_score_gemma":0.00082834,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001152033,"about_ca_topic_score_gemma":0.001106091,"domain_scores_codex":[0.9987335,0.0003239258,0.0000632607,0.0003308311,0.0003919136,0.0001565885],"domain_scores_gemma":[0.9954035,0.002223929,0.0002845162,0.001236791,0.0006568892,0.0001942828],"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":[0.00004776111,0.00001110068,0.0005899238,0.00007513176,0.000009295551,0.0001139452,0.0005660193,0.001553511,0.001289094,0.9479575,0.005431697,0.04235514],"study_design_scores_gemma":[0.00000596695,0.00001581669,0.0001122841,0.00004309007,0.00000615931,0.0001908366,0.0002819158,0.00428758,0.002603672,0.9710572,0.02137645,0.0000188912],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.04135557,0.003393837,0.850873,0.02604732,0.001892532,0.00003567966,0.0002345758,0.00135931,0.07480815],"genre_scores_gemma":[0.630804,0.002825127,0.3270892,0.003670524,0.0006658682,0.00006956255,0.0001940259,0.001255215,0.03342649],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01391714,"threshold_uncertainty_score":0.04655749,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0214512126062611,"score_gpt":0.2403533322387425,"score_spread":0.2189021196324814,"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."}}