{"id":"W4249801147","doi":"10.1515/iupac.83.0055","title":"Diffuse Layer","year":2016,"lang":"fr","type":"dataset","venue":"IUPAC Standards Online","topic":"Catalysis and Oxidation Reactions","field":"Chemical Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"","keywords":"Glossary; Photocatalysis; Chemical nomenclature; Compendium; Terminology; Chemistry; Nanotechnology; Catalysis; Materials science; Organic chemistry; History; Philosophy; Archaeology; 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":[0.0003135033,0.0006661199,0.0008726181,0.0002674169,0.0001717826,0.0001164693,0.0005069795,0.0006833524,0.02533496],"category_scores_gemma":[0.0009796361,0.0005517972,0.0005220501,0.0003703949,0.0001701593,0.0002139787,0.0002570514,0.0008491562,0.0001165086],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001027782,"about_ca_system_score_gemma":0.0003550151,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000181117,"about_ca_topic_score_gemma":0.0005793189,"domain_scores_codex":[0.9965875,0.00005105818,0.0008472471,0.0007212027,0.00112006,0.0006729735],"domain_scores_gemma":[0.9970973,0.000293493,0.0003170835,0.001295537,0.0005618717,0.0004347301],"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":[0.00005873738,0.0007578767,0.000009219833,0.0001938589,0.0003917479,0.00004632396,0.00001916328,0.00004506763,0.005150254,0.000323562,0.9814035,0.01160065],"study_design_scores_gemma":[0.001565747,0.00005293776,0.00002653776,0.0005774029,0.0004518034,0.0000266845,0.00003080161,0.0003201208,0.002091781,0.00005050136,0.9941024,0.0007033061],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.001140142,0.001220791,0.004624545,0.002682411,0.001604479,0.0002120509,0.9881267,0.0001381168,0.0002507449],"genre_scores_gemma":[0.0004441856,0.002066014,0.0001059537,0.0002508282,0.002699667,0.00002744689,0.9824628,0.0001015123,0.01184162],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.02521845,"threshold_uncertainty_score":0.9996933,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01502315350329576,"score_gpt":0.3648871457493789,"score_spread":0.3498639922460832,"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."}}