{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009364285,0.0007331285,0.001098635,0.0004274968,0.0004896134,0.00003754561,0.0009746002,0.001875584,0.01852961],"category_scores_gemma":[0.003284409,0.0005512209,0.0003452394,0.0001975865,0.0008138741,0.0001221999,0.0004475904,0.001452515,0.0001711279],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003686161,"about_ca_system_score_gemma":0.001113563,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007114884,"about_ca_topic_score_gemma":0.0001195011,"domain_scores_codex":[0.9969172,0.0004035386,0.0007946867,0.0007247461,0.000173072,0.00098668],"domain_scores_gemma":[0.9965491,0.001237089,0.0004735242,0.001300676,0.0003953391,0.00004422763],"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":[0.000796305,0.0005466918,0.00002107904,0.00006703037,0.0005062622,0.00007052149,0.00001819511,7.9152e-8,0.01874483,0.00000510266,0.9730071,0.006216732],"study_design_scores_gemma":[0.002243446,0.0007972907,0.0002276035,0.0004894703,0.0002403544,0.0002976422,0.00003587939,2.294455e-8,0.00961172,0.00005012615,0.9853229,0.0006835809],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0008868048,0.01669341,0.00001773903,0.0004539529,0.003655268,0.0004123087,0.9776409,0.0001575645,0.00008210918],"genre_scores_gemma":[0.0003350334,0.002751092,0.00000608454,0.000502829,0.0003008903,0.00004416678,0.987857,0.00005967672,0.008143177],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.01835849,"threshold_uncertainty_score":0.9996939,"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."}}