{"id":"W4238191484","doi":"10.1080/10724117.2001.12021852","title":"Problem Section","year":2001,"lang":"en","type":"article","venue":"Math Horizons","topic":"Holomorphic and Operator Theory","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Section (typography); Computer science; Operating system","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":[],"consensus_categories":[],"category_scores_codex":[0.0002488685,0.00009120518,0.0001164416,0.00003777864,0.0001106391,0.0000248546,0.00009018018,0.00007278795,0.0003353815],"category_scores_gemma":[0.0000521083,0.00007607992,0.0000440691,0.0001344588,0.00002914867,0.00006605432,0.0000267371,0.0001247311,0.0003250582],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002958091,"about_ca_system_score_gemma":0.0000206686,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007233832,"about_ca_topic_score_gemma":0.00001279813,"domain_scores_codex":[0.9993886,0.00004042735,0.0001396936,0.0001345794,0.0001136868,0.0001830166],"domain_scores_gemma":[0.9995985,0.00006199295,0.00003539351,0.0002128142,0.0000325789,0.00005872746],"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":[0.00001993229,0.0001474594,0.0007033346,0.00002953104,0.00002074803,0.00005957046,0.0005572065,0.00000179759,0.001936225,0.973292,0.0181517,0.005080479],"study_design_scores_gemma":[0.0006599575,0.0002918938,0.00038173,0.0000480107,0.00005830341,0.0004027898,0.0005086435,0.0002529173,0.001023025,0.6036646,0.3923097,0.0003984399],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8510323,0.00002645207,0.01036423,0.0002555625,0.0003203131,0.0001997093,0.00000481498,0.0003010099,0.1374956],"genre_scores_gemma":[0.9817506,0.00001940254,0.006794236,0.00008102425,0.000378983,0.00003339198,0.000003274835,0.00002929364,0.01090977],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.374158,"threshold_uncertainty_score":0.4178074,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0356834329106173,"score_gpt":0.2861717638591791,"score_spread":0.2504883309485618,"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."}}