{"id":"W2201747793","doi":"","title":"Quasi objects in St&#8217;&#225;t&#8217;imcets","year":2003,"lang":"en","type":"article","venue":"","topic":"Advanced Algebra and Logic","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Computer science","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":[0.0002643347,0.0001811979,0.0002086979,0.0001423634,0.00007887035,0.00008264987,0.0006314876,0.00007869865,0.0001571327],"category_scores_gemma":[0.0001185694,0.0001510864,0.00005870689,0.0006860343,0.00003767637,0.0005744061,0.0001168291,0.0001848943,0.0002924235],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005495023,"about_ca_system_score_gemma":0.00008731933,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002223898,"about_ca_topic_score_gemma":0.0001525315,"domain_scores_codex":[0.9984049,0.0001075189,0.0002511391,0.0005025846,0.0002419457,0.0004919103],"domain_scores_gemma":[0.9990699,0.0001133355,0.00005531466,0.000596738,0.00003795274,0.0001267363],"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":[0.000002873473,0.000264638,0.002390811,0.000008910199,0.000005461449,0.0001043665,0.0005578952,0.0002151494,0.0003546134,0.9804567,0.0008162457,0.0148224],"study_design_scores_gemma":[0.003936844,0.001086648,0.01808278,0.00008858219,0.00001031523,0.0002633209,0.0008298109,0.01864369,0.02868646,0.841087,0.08506942,0.00221512],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.06071279,0.0005044814,0.7298654,0.0007385164,0.0007906478,0.0003209863,0.000001013493,0.0004757015,0.2065905],"genre_scores_gemma":[0.9422643,0.00002266972,0.0539333,0.001285387,0.00002817142,0.0000153386,8.972511e-7,0.000009879056,0.002440091],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8815515,"threshold_uncertainty_score":0.6161125,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01296199785530582,"score_gpt":0.2379393187008813,"score_spread":0.2249773208455755,"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."}}