{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00004922788,0.0004999827,0.0006338345,0.0001905313,0.00003882763,0.0000267762,0.0006194226,0.00065159,0.001479443],"category_scores_gemma":[0.0004163016,0.0003975333,0.0001662476,0.0002374572,0.0001543485,0.00007440472,0.0001505405,0.0006540624,0.00001268719],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006346355,"about_ca_system_score_gemma":0.00002356101,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005482951,"about_ca_topic_score_gemma":0.00008205443,"domain_scores_codex":[0.9981027,0.000009040934,0.0003830559,0.0003818471,0.0006108043,0.0005125403],"domain_scores_gemma":[0.9985852,0.00008695173,0.00007887222,0.001008553,0.0001345898,0.0001058185],"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":[0.00001165194,0.00002213546,5.623652e-7,0.0001334132,0.0001053657,0.00004336517,0.00000105259,0.00007178398,0.002718829,0.000001539479,0.9890428,0.007847477],"study_design_scores_gemma":[0.0003013204,0.000027952,5.836255e-7,0.0001946083,0.00006708986,0.000008082862,0.000005708068,0.00002744967,0.02086765,0.0003742735,0.9776137,0.0005115326],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0004620476,0.001023045,0.0003741489,0.00008976557,0.0004577988,0.0001478751,0.9958539,0.001493177,0.00009825717],"genre_scores_gemma":[0.00005619683,0.003378185,0.0002610928,0.00003795285,0.0003497832,0.00002148859,0.9956214,0.00008357445,0.0001902827],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.01814882,"threshold_uncertainty_score":0.9998477,"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."}}