{"id":"W1589509960","doi":"10.1002/9781118165409.ch5","title":"Seeing Frequency Data","year":2006,"lang":"en","type":"other","venue":"Wiley series in probability and statistics","topic":"Statistical and numerical algorithms","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Frequency distribution; Computer science; Mathematics; Statistics","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":[0.0003830682,0.0003135375,0.0002906598,0.00192795,0.0002859301,0.001201425,0.0005778003,0.0005971171,0.06276993],"category_scores_gemma":[0.002387159,0.0001809137,0.0003467683,0.002524825,0.0001719015,0.0009888512,0.0004190496,0.0007254778,0.02802278],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003702498,"about_ca_system_score_gemma":0.0002549454,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003090717,"about_ca_topic_score_gemma":0.003220634,"domain_scores_codex":[0.9996148,0.0000240507,0.00001087565,0.00007567366,0.0002473622,0.00002718632],"domain_scores_gemma":[0.9991335,0.0003063696,0.00008404228,0.0002021958,0.0002386503,0.00003512751],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003362729,0.0001573613,0.0222026,0.0008008958,0.00006511855,0.0001686076,0.0005376032,0.009788453,0.0544079,0.02085726,0.2410134,0.6496646],"study_design_scores_gemma":[0.0000455362,0.0001623869,0.1571421,0.0003088508,0.0000649313,0.001073736,0.0005346431,0.02666392,0.03548529,0.01566692,0.7627022,0.0001495352],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.1053826,0.003684411,0.3305353,0.001465475,0.002160044,0.0005155446,0.1236127,0.04264488,0.3899992],"genre_scores_gemma":[0.5082629,0.004767055,0.1640391,0.002132958,0.0008095719,0.0004959619,0.1304686,0.01518169,0.1738422],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.06276993,"threshold_uncertainty_score":0.2099863,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06208439900508019,"score_gpt":0.3141534234756144,"score_spread":0.2520690244705343,"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."}}