{"id":"W4256371678","doi":"10.1515/iupac.84.1255","title":"Variable (V) Region","year":2016,"lang":"en","type":"dataset","venue":"IUPAC Standards Online","topic":"Optical Polarization and Ellipsometry","field":"Engineering","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001603516,0.0003072741,0.0003755343,0.000216691,0.00005126842,0.00005367488,0.0002767557,0.0004435733,0.001925025],"category_scores_gemma":[0.0002427239,0.0002500087,0.00007676648,0.0003050317,0.00005289792,0.00009658955,0.00005858752,0.0004122118,0.00001790466],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002756693,"about_ca_system_score_gemma":0.0001333906,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000118212,"about_ca_topic_score_gemma":0.00001875863,"domain_scores_codex":[0.9985657,0.00002162114,0.0003186718,0.000245154,0.0004924427,0.0003563894],"domain_scores_gemma":[0.9989805,0.00005501456,0.00004647364,0.0005867521,0.0001571677,0.0001741509],"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":[0.00001122497,0.00003751924,0.000001338645,0.0001944708,0.00005687786,0.00001795153,0.000001559782,0.0000982909,0.000008835332,0.0001367698,0.9982869,0.001148239],"study_design_scores_gemma":[0.0003304482,0.00003734921,0.000002595351,0.0002168998,0.0000488884,0.000009645853,0.000002371305,0.000205147,0.00001263225,0.000389724,0.9984085,0.0003357877],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.000002292728,0.0005735164,0.0199984,0.0001310336,0.001352095,0.0001130878,0.9768144,0.0002988144,0.000716288],"genre_scores_gemma":[0.000008306449,0.0009629128,0.0002872213,0.0001743622,0.0008601051,0.000004497028,0.9968292,0.00005756881,0.0008158168],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.02001474,"threshold_uncertainty_score":0.9999952,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01041206472136455,"score_gpt":0.3297689746417787,"score_spread":0.3193569099204142,"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."}}