{"id":"W4247229616","doi":"10.1515/iupac.83.0084","title":"Flash Photolysis","year":2016,"lang":"en","type":"dataset","venue":"IUPAC Standards Online","topic":"Advanced Chemical Sensor Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"","keywords":"Photocatalysis; Glossary; Chemical nomenclature; Compendium; Flash photolysis; Terminology; Chemistry; Nanotechnology; Catalysis; Materials science; Physics; Organic chemistry; Philosophy; Quantum mechanics","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":[],"consensus_categories":[],"category_scores_codex":[0.0008574667,0.002021528,0.0013393,0.003434888,0.0008034089,0.002236588,0.002074685,0.00135334,0.04983665],"category_scores_gemma":[0.003204943,0.0004863103,0.001969613,0.005349373,0.0002787271,0.001465732,0.001284798,0.001653192,0.08725624],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001324806,"about_ca_system_score_gemma":0.001833257,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01125205,"about_ca_topic_score_gemma":0.02104849,"domain_scores_codex":[0.9988683,0.0001437246,0.000185034,0.0003876082,0.0002823119,0.0001329811],"domain_scores_gemma":[0.9986464,0.0003464317,0.0001910061,0.0003844417,0.0003595852,0.00007206368],"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":[0.0003373258,0.00008003473,0.002557215,0.004409217,0.0001389811,0.00005565361,0.00004200186,0.0009522918,0.001374576,0.0009188089,0.9731272,0.01600668],"study_design_scores_gemma":[0.0002235649,0.00005883854,0.009852305,0.000513705,0.00009469358,0.0001197924,0.00008048605,0.00054965,0.002236221,0.001426351,0.984791,0.00005340435],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0003644991,0.000259405,0.0001061905,0.00003240987,0.00002194903,0.00002363607,0.9975237,0.0003520294,0.001316179],"genre_scores_gemma":[0.0004528041,0.0001772491,0.0003122024,0.00003440656,0.000005285145,0.00008720518,0.9979931,0.00004284793,0.0008949676],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.04983665,"threshold_uncertainty_score":0.1667202,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007715227161140024,"score_gpt":0.3403773881509178,"score_spread":0.3326621609897777,"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."}}