{"id":"W4244114917","doi":"10.1090/dol/024/21","title":"Section 21. An Unlikely Perfect Square","year":2001,"lang":"en","type":"other","venue":"","topic":"Mathematics and Applications","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Section (typography); Square (algebra); Mathematics; Computer science; Geometry","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":[],"category_scores_codex":[0.000118947,0.0002295607,0.0002770533,0.0001396778,0.00005742435,0.00004279536,0.000179345,0.0002847482,0.04275262],"category_scores_gemma":[0.00002615273,0.0001890882,0.00009023701,0.0001393213,0.0000208237,0.00002292527,0.00002757749,0.0001550244,0.0004392303],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002791871,"about_ca_system_score_gemma":0.00002168623,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002342268,"about_ca_topic_score_gemma":0.000785234,"domain_scores_codex":[0.9991402,0.00002677018,0.0002046681,0.0002724153,0.0001849031,0.0001710145],"domain_scores_gemma":[0.9989846,0.00005878476,0.0001707391,0.0006768846,0.00002898741,0.00007995374],"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":[4.133461e-7,0.0001713442,0.000006659838,0.0002398255,0.0000255292,0.000001002571,0.00005894546,1.584374e-7,0.00003226035,0.0433801,0.9553123,0.0007714509],"study_design_scores_gemma":[0.0001142942,0.00003697431,0.000001529423,0.0001071806,0.00005777174,0.00001251568,0.0001260712,0.0002234739,0.00004985836,0.02538168,0.9736226,0.0002660773],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00006951667,0.00003382378,0.04333789,0.00005903124,0.0001226382,0.0004989443,0.00002634226,0.000681124,0.9551707],"genre_scores_gemma":[0.0001618062,0.00005150054,0.04131692,0.00004310636,0.0007629917,0.000100823,0.00005008365,0.0004773324,0.9570354],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.04231339,"threshold_uncertainty_score":0.9581224,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05773308955707726,"score_gpt":0.3404147490494366,"score_spread":0.2826816594923593,"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."}}