{"id":"W4251842771","doi":"10.1515/iupac.83.0129","title":"Maximal Photoadsorption Capacity","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; Photocatalysis; Chemical nomenclature; Compendium; Terminology; Chemistry; Nanotechnology; Catalysis; Materials science; Organic chemistry; History; Philosophy; Archaeology","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":[0.0002415392,0.0003602738,0.0004821031,0.0002096244,0.00008305859,0.00004840637,0.0002764591,0.0004031831,0.009813956],"category_scores_gemma":[0.00041824,0.0002919678,0.0002769051,0.0001998146,0.00007081319,0.0001285274,0.00009094842,0.0005344079,0.00002090371],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005966424,"about_ca_system_score_gemma":0.0001557583,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002868463,"about_ca_topic_score_gemma":0.0004503788,"domain_scores_codex":[0.9979596,0.00002366602,0.0004579649,0.0004390948,0.0007855315,0.0003342062],"domain_scores_gemma":[0.9984885,0.00007388608,0.0002144552,0.0007328946,0.0003195924,0.0001706178],"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":[0.00003398382,0.0001212272,0.000001230355,0.00006758764,0.0001017237,0.000006537445,0.00000401581,0.0000133198,0.005102408,0.00002282812,0.9934116,0.001113561],"study_design_scores_gemma":[0.0004714024,0.00002517783,0.00001263356,0.0001463042,0.0001428831,0.00001394785,0.000006493773,0.0001181264,0.002026726,0.00003805461,0.9966274,0.0003707814],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0007930694,0.00007899368,0.002564937,0.0002260473,0.000549168,0.0001494904,0.9954136,0.0001435916,0.00008112415],"genre_scores_gemma":[0.0001899917,0.0002466092,0.00005144663,0.0000870062,0.001010845,0.00002377147,0.9976138,0.00003734601,0.0007391735],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.009793052,"threshold_uncertainty_score":0.9999533,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01674915341430609,"score_gpt":0.3455507732912652,"score_spread":0.3288016198769591,"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."}}