{"id":"W4253247702","doi":"10.1515/iupac.84.0535","title":"Equivalence Zone","year":2016,"lang":"en","type":"dataset","venue":"IUPAC Standards Online","topic":"Polynomial and algebraic computation","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canada Research Chairs; University of Toronto","funders":"","keywords":"Glossary; Immunotoxicology; Medicine; Immunology; Immune system; Philosophy; Linguistics","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004621871,0.0003819023,0.0004521279,0.0002234095,0.0001319238,0.00019135,0.001911224,0.0002192458,0.0004482279],"category_scores_gemma":[0.000198319,0.0002883966,0.0001556285,0.000326029,0.0001023677,0.0003600595,0.0008421894,0.0003280598,0.00001447903],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002730903,"about_ca_system_score_gemma":0.0008770521,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007939431,"about_ca_topic_score_gemma":0.0001177446,"domain_scores_codex":[0.9971376,0.00008581476,0.0004408993,0.0007293402,0.001109517,0.0004968001],"domain_scores_gemma":[0.9978738,0.0001477958,0.0002831944,0.001186793,0.0003024333,0.0002059484],"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":[0.000009641909,0.00007370415,4.306798e-7,0.00003993283,0.00002369304,0.00005303997,0.000009396389,0.000002564939,0.000009182817,0.000319239,0.9188067,0.08065249],"study_design_scores_gemma":[0.0004481339,0.0001543544,0.00001526821,0.0002591921,0.00001759289,0.00002551414,0.000001291571,0.0002754126,0.00003282446,0.001923078,0.9964382,0.0004091595],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00001704803,0.0004133197,0.190431,0.00141336,0.001487912,0.0001378863,0.8059145,0.0001584204,0.00002659977],"genre_scores_gemma":[0.00004298263,0.0003451277,0.001109501,0.0005587669,0.001142932,0.000009897646,0.9962103,0.00001615046,0.0005643312],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.1902959,"threshold_uncertainty_score":0.9999568,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01551966557346888,"score_gpt":0.3656868854298874,"score_spread":0.3501672198564185,"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."}}