{"id":"W4238858775","doi":"10.1515/iupac.84.0831","title":"Linked Recognition","year":2016,"lang":"en","type":"dataset","venue":"IUPAC Standards Online","topic":"Immunotoxicology and immune responses","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canada Research Chairs; University of Toronto","funders":"","keywords":"Glossary; Immunotoxicology; Immunology; Medicine; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001853883,0.002475934,0.001895849,0.007233175,0.0016427,0.005399845,0.004115998,0.004023791,0.1876484],"category_scores_gemma":[0.01863071,0.0008736819,0.001818798,0.01080488,0.0006169968,0.004923225,0.004683727,0.00305171,0.2418478],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002297687,"about_ca_system_score_gemma":0.005769837,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01643957,"about_ca_topic_score_gemma":0.03019072,"domain_scores_codex":[0.9970325,0.0004772966,0.0005472994,0.001016102,0.0005553325,0.0003714476],"domain_scores_gemma":[0.9942122,0.001924405,0.0005284112,0.001396333,0.001435061,0.000503593],"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":[0.00008066033,0.0000185075,0.0007234474,0.001604474,0.00002955238,0.00003858193,0.00003480478,0.0002242613,0.00009000285,0.001647629,0.9893095,0.006198493],"study_design_scores_gemma":[0.00009527739,0.00001025259,0.0009976447,0.0004984921,0.00001578938,0.0000538497,0.0000660917,0.00022813,0.0001442768,0.003220908,0.9946477,0.00002150951],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00005862476,0.0001076226,0.00013718,0.000144751,0.00004069743,0.0000280388,0.9969842,0.0006489652,0.001849956],"genre_scores_gemma":[0.000250225,0.0001398856,0.0005854779,0.0001413729,0.00001266946,0.0001096693,0.9974795,0.0001147601,0.001166428],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.1876484,"threshold_uncertainty_score":0.6277463,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01852263411053851,"score_gpt":0.3699732746144822,"score_spread":0.3514506405039437,"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."}}