{"id":"W4234380784","doi":"10.1017/cbo9781107517288.005","title":"Lax algebras","year":2014,"lang":"en","type":"book-chapter","venue":"Cambridge University Press eBooks","topic":"Advanced Algebra and Logic","field":"Computer Science","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Computer science; Content (measure theory); World Wide Web; Information retrieval; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000426294,0.0004053131,0.0003206344,0.001200069,0.0009511798,0.002275156,0.0003289369,0.0004229038,0.05124448],"category_scores_gemma":[0.0008104707,0.000184954,0.0003748964,0.001012149,0.001282293,0.003662419,0.00093498,0.001161783,0.01319814],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001010937,"about_ca_system_score_gemma":0.0007091265,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006962204,"about_ca_topic_score_gemma":0.0007827444,"domain_scores_codex":[0.9997788,0.00005114899,0.00001159274,0.00002777373,0.0001035798,0.00002716782],"domain_scores_gemma":[0.99978,0.00006565563,0.00001421543,0.00003760253,0.0000754695,0.00002709339],"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":[0.000006911752,0.000005407967,0.00003768634,0.00006382546,0.000002384952,0.00002551588,0.0002187786,0.0001510421,0.0003798469,0.9503186,0.03089202,0.01789799],"study_design_scores_gemma":[0.000004593929,0.00001102313,0.0001484237,0.00007541282,0.000004078368,0.0001367692,0.0001189147,0.0003726701,0.0003844653,0.7288422,0.2698944,0.000006986152],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004915151,0.009406324,0.02737857,0.002133608,0.0008702365,0.00003122073,0.0006984402,0.000486525,0.95408],"genre_scores_gemma":[0.1590625,0.01426072,0.01337377,0.001257923,0.001171522,0.0001047451,0.001202998,0.0003819535,0.8091838],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.05124448,"threshold_uncertainty_score":0.1714299,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01794252407568052,"score_gpt":0.1899598099166523,"score_spread":0.1720172858409718,"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."}}