{"id":"W4230774229","doi":"10.1515/iupac.83.0106","title":"Inner Layer","year":2016,"lang":"en","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; Chemical nomenclature; Photocatalysis; Compendium; Terminology; Chemistry; Nanotechnology; Materials science; Catalysis; History; Organic chemistry; Archaeology; 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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001327752,0.00240579,0.00158659,0.004114411,0.0009792312,0.003817889,0.002904877,0.001781397,0.1498631],"category_scores_gemma":[0.00932023,0.0006970752,0.00195453,0.00609827,0.0004277399,0.003099371,0.003027962,0.002000822,0.3028167],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00138213,"about_ca_system_score_gemma":0.002803852,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.011816,"about_ca_topic_score_gemma":0.02225202,"domain_scores_codex":[0.9980489,0.0003045069,0.0003295174,0.0006891341,0.000386903,0.0002409635],"domain_scores_gemma":[0.9968389,0.0007570127,0.0003060604,0.0009925856,0.0008463482,0.0002590841],"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":[0.0001044543,0.00002219896,0.0009553375,0.001290115,0.00004081087,0.00002405324,0.0000304167,0.0002387383,0.0002047784,0.0007904331,0.9882814,0.008017204],"study_design_scores_gemma":[0.00007757285,0.00001714397,0.001862141,0.0003706334,0.00002534577,0.00004829966,0.00005906144,0.0002281448,0.0002863469,0.00141272,0.9955919,0.00002058167],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.000107911,0.000147877,0.000160713,0.00007804789,0.00004213079,0.00002527603,0.9968809,0.000672523,0.001884684],"genre_scores_gemma":[0.0002741943,0.0001181555,0.0004572684,0.0000980156,0.00001114646,0.0001015538,0.9974456,0.0001214809,0.001372523],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8501369,"threshold_uncertainty_score":0.5013419,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01434055432876469,"score_gpt":0.3702614439454905,"score_spread":0.3559208896167259,"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."}}