{"id":"W1877234769","doi":"","title":"Open Problem: Recursive Teaching Dimension Versus VC Dimension","year":2015,"lang":"en","type":"article","venue":"Conference on Learning Theory","topic":"Machine Learning and Algorithms","field":"Computer Science","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Regina","funders":"","keywords":"Concept class; Dimension (graph theory); Conjecture; Mathematics; Class (philosophy); VC dimension; Bounded function; Upper and lower bounds; Exponential function; Discrete mathematics; Function (biology); Combinatorics; Kolmogorov complexity; Algebra over a field; Pure mathematics; Computer science; Artificial intelligence; Mathematical analysis","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":[0.009538388,0.001460084,0.003924368,0.00176492,0.002633878,0.007852738,0.006190754,0.005595141,0.01440016],"category_scores_gemma":[0.1229985,0.001174317,0.002153119,0.002713294,0.008274892,0.02301578,0.006275609,0.01061029,0.002409345],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005056231,"about_ca_system_score_gemma":0.003296008,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001940776,"about_ca_topic_score_gemma":0.001092972,"domain_scores_codex":[0.9884416,0.003264446,0.0005599306,0.003667941,0.002568932,0.001497123],"domain_scores_gemma":[0.7265533,0.2443959,0.005278309,0.01360288,0.005294489,0.004875196],"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":[0.001008401,0.0003970526,0.00534264,0.001171995,0.0001753208,0.0001941478,0.0007875143,0.03978992,0.002477741,0.7699898,0.0378364,0.140829],"study_design_scores_gemma":[0.00009344932,0.0001060792,0.001322267,0.000166873,0.00003979596,0.0003267125,0.0002018993,0.109088,0.001442592,0.8800422,0.00709113,0.00007902711],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.1737038,0.01554842,0.674739,0.07627191,0.001332339,0.0003257169,0.003968795,0.003113901,0.05099608],"genre_scores_gemma":[0.8442106,0.006198663,0.1237406,0.007108111,0.005666343,0.0008211492,0.001960471,0.001176575,0.009117487],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.01440016,"threshold_uncertainty_score":0.05044436,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06272562214348579,"score_gpt":0.3247416508144249,"score_spread":0.2620160286709391,"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."}}