{"id":"W4255420813","doi":"10.1515/iupac.71.0001","title":"Terminology, Relative Photonic Efficiencies and Quantum Yields in Heterogeneous Photocatalysis. Part I: Suggested ProtocolA draft version of this paper was published previously in part in [J. Photochem. Photobiol. A: Chem., J. Adv. Oxid. Technol.; IAPS Newsletter and EPA Newsletter] to solicit comments and critiques from the scientific and engineering community. Moreover, during the preparation the draft proposal was submitted to a number of distinguished photochemists and photocatalycists to obtain their views.","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":"Photocatalysis; Quantum; Quantum yield; Photon; Terminology; Process (computing); Simple (philosophy); Yield (engineering); Computer science; Photonics; Chemistry; Physics; Quantum mechanics; Catalysis; Epistemology; Thermodynamics; Philosophy; Organic chemistry; Fluorescence","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"],"consensus_categories":[],"category_scores_codex":[0.001476436,0.0006642174,0.00108976,0.000365445,0.000239505,0.0002037013,0.0006068149,0.0003816313,0.00006766856],"category_scores_gemma":[0.001813871,0.0004239402,0.00009720779,0.000895904,0.0005259306,0.0002883707,0.00105296,0.001016517,2.844927e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003151775,"about_ca_system_score_gemma":0.0001249669,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004865875,"about_ca_topic_score_gemma":0.008462784,"domain_scores_codex":[0.9965639,0.00024378,0.001228004,0.0008701696,0.0005285156,0.0005656661],"domain_scores_gemma":[0.9970934,0.0009072781,0.0004233253,0.001138943,0.0002516693,0.0001853859],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.002338924,0.001078611,0.006553017,0.001634905,0.0005467548,0.00003819747,0.01702104,0.0001542291,0.924382,0.00001095802,0.04552452,0.0007168166],"study_design_scores_gemma":[0.00773889,0.0006565413,0.007478158,0.009353529,0.0004915578,0.0001726081,0.002513736,0.004771928,0.7572981,0.0001000018,0.20726,0.002164989],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7239656,0.0002028396,0.00001584949,0.0009631572,0.00003266457,0.007459198,0.2673309,0.00002484037,0.000004944027],"genre_scores_gemma":[0.9487199,0.0003733178,0.0001243072,0.0006671324,0.00007431478,0.006615771,0.04331661,0.00007614823,0.0000324537],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2247543,"threshold_uncertainty_score":0.9998212,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00918307023510936,"score_gpt":0.3167644186082609,"score_spread":0.3075813483731515,"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."}}