{"id":"W4386248539","doi":"10.1017/9781009303897.011","title":"Number Representations","year":2023,"lang":"en","type":"other","venue":"","topic":"History and Theory of Mathematics","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Computer science; Information retrieval; Content (measure theory); World Wide Web; Mathematics","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":["insufficient_payload"],"category_scores_codex":[0.0001718827,0.0001544,0.0002457329,0.00008640412,0.00003933214,0.00001013372,0.0001571582,0.0001831046,0.06517707],"category_scores_gemma":[0.000341908,0.0001358699,0.00009953367,0.00009812821,0.00005420188,0.00001674542,0.00003666028,0.0001150254,0.02137753],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002234779,"about_ca_system_score_gemma":0.00001828131,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003175954,"about_ca_topic_score_gemma":0.0003835077,"domain_scores_codex":[0.9993014,0.00003764041,0.0001784083,0.0001780938,0.0001714808,0.0001329214],"domain_scores_gemma":[0.9988998,0.000384421,0.0001288393,0.0005266424,0.00001221698,0.0000480454],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[3.002697e-7,0.00002166422,0.000001820258,0.00006727297,0.00003533392,0.000006792817,0.00008832989,1.282828e-8,1.929987e-7,0.3975994,0.6020774,0.0001014516],"study_design_scores_gemma":[0.00005566013,0.000001635135,3.00169e-7,0.00008207269,0.0000317737,0.000004237129,0.00005648726,0.000001821399,0.000003375705,0.3537423,0.6459057,0.0001145612],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00000299069,0.00001142064,0.001981614,0.00004362094,0.0004427705,0.0001802349,0.00001886382,0.00303175,0.9942867],"genre_scores_gemma":[0.000006321853,0.00001839955,0.01952492,0.00002675425,0.0002380394,0.00002844014,0.000004160462,0.00146077,0.9786922],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.04385709,"threshold_uncertainty_score":0.9793844,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06833656206699017,"score_gpt":0.3606294759060445,"score_spread":0.2922929138390543,"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."}}