{"id":"W4230390410","doi":"10.1515/iupac.87.0096","title":"Beam Walking Test","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; Relation (database); Chemical nomenclature; Test (biology); Computer science; Psychology; Chemistry; Linguistics; Data mining; Biology; Philosophy; Ecology; Organic chemistry","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":[0.0008741407,0.001370936,0.001410815,0.00231654,0.0006191307,0.001567817,0.002055912,0.001224414,0.05812058],"category_scores_gemma":[0.01064306,0.0003454035,0.001496693,0.002888529,0.000282509,0.001362471,0.001164673,0.001706354,0.03563913],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001116284,"about_ca_system_score_gemma":0.001536371,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01700103,"about_ca_topic_score_gemma":0.03276959,"domain_scores_codex":[0.9989671,0.0001444462,0.0002900111,0.0003110442,0.0001978664,0.00008952452],"domain_scores_gemma":[0.9966475,0.0008091485,0.0006411296,0.0004661917,0.001245468,0.0001905444],"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":[0.001442542,0.0001943832,0.04967458,0.002897148,0.0003835322,0.0001677874,0.00007676483,0.0005655099,0.0001509931,0.0009628963,0.9001258,0.04335809],"study_design_scores_gemma":[0.0007828669,0.000249449,0.1797938,0.002686349,0.0004120992,0.0006840762,0.0003103531,0.0009163516,0.0007931496,0.004828414,0.8083764,0.0001665636],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.002102914,0.0005037606,0.0002819517,0.0001891619,0.00007225868,0.0001310364,0.9910484,0.0002417432,0.005428689],"genre_scores_gemma":[0.007747741,0.0007471202,0.00100589,0.0002737906,0.0000487033,0.0006613726,0.9840564,0.00008948149,0.005369596],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.05812058,"threshold_uncertainty_score":0.1944327,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009882724358928355,"score_gpt":0.3566596220938363,"score_spread":0.3467768977349079,"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."}}