{"id":"W4366236222","doi":"10.1007/s43630-023-00417-1","title":"A simple Norrish Type II actinometer for flow photoreactions","year":2023,"lang":"en","type":"article","venue":"Photochemical & Photobiological Sciences","topic":"Innovative Microfluidic and Catalytic Techniques Innovation","field":"Engineering","cited_by":11,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs","keywords":"Actinometer; Photochemistry; Reagent; Quantum yield; Irradiance; Chemistry; Sodium-vapor lamp; Optics; Physical chemistry; Physics; Fluorescence; Nuclear physics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001606943,0.002051429,0.001299238,0.002368356,0.001173316,0.0007475138,0.002475808,0.001609777,0.01654508],"category_scores_gemma":[0.002157402,0.001214398,0.0005746046,0.001045861,0.0006659288,0.001046872,0.001128156,0.002764234,0.006063531],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007175291,"about_ca_system_score_gemma":0.001463015,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000592013,"about_ca_topic_score_gemma":0.00257008,"domain_scores_codex":[0.9961447,0.0003846147,0.0003725234,0.001288038,0.001574778,0.0002354311],"domain_scores_gemma":[0.9971346,0.001399842,0.000179843,0.0004667361,0.0005266095,0.000292435],"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":[0.000118492,0.0001317551,0.0009171686,0.0002202906,0.00001905425,0.00006277822,0.00006796877,0.0001059904,0.9684489,0.001212319,0.003691978,0.02500323],"study_design_scores_gemma":[0.0001153293,0.0006063681,0.0106171,0.000103996,0.0001093722,0.0007802451,0.00006784931,0.01427119,0.9148917,0.001065242,0.05726067,0.0001109763],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.09631623,0.001469318,0.8531727,0.0008591324,0.001542042,0.001729689,0.006003202,0.02113755,0.01777015],"genre_scores_gemma":[0.1852403,0.001542259,0.7607994,0.00149765,0.0004477068,0.005732519,0.005067076,0.001980213,0.03769286],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.01654508,"threshold_uncertainty_score":0.05534881,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05223079815990917,"score_gpt":0.3085351061262626,"score_spread":0.2563043079663534,"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."}}