{"id":"W4392523400","doi":"10.1039/d4re00009a","title":"A scalable continuous photo-flow protocol for anaerobic oxidative cleavage of styrenes","year":2024,"lang":"en","type":"article","venue":"Reaction Chemistry & Engineering","topic":"Chemical Synthesis and Reactions","field":"Chemistry","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Science and Engineering Research Board; Bristol-Myers Squibb Canada; Council of Scientific and Industrial Research, India","keywords":"Oxidative cleavage; Cleavage (geology); Anaerobic exercise; Oxidative phosphorylation; Chemistry; Reagent; Protocol (science); Continuous flow; Oxygen; Photochemistry; Combinatorial chemistry; Organic chemistry; Materials science; Catalysis; Biochemistry; Biochemical engineering; Biology; Engineering; Medicine","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005494753,0.0007958361,0.0003963636,0.0004164827,0.0004590735,0.0003225967,0.0009623954,0.0005970724,0.002698338],"category_scores_gemma":[0.0003376746,0.0004669682,0.0003691498,0.000339517,0.0003223578,0.0007362893,0.0006585895,0.001904261,0.0009452047],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005717092,"about_ca_system_score_gemma":0.001026006,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001429162,"about_ca_topic_score_gemma":0.003225195,"domain_scores_codex":[0.999549,0.00004185086,0.00003768563,0.0001057591,0.0001812151,0.00008454187],"domain_scores_gemma":[0.9998425,0.0000350224,0.00003069086,0.00002541093,0.00003367121,0.00003275611],"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":[0.0000799408,0.0001160495,0.0000470144,0.0001505721,0.000009853722,0.000092416,0.00004720548,0.0006245161,0.984289,0.001141651,0.001057789,0.01234399],"study_design_scores_gemma":[0.00005952725,0.0003134932,0.0004143252,0.00001828936,0.00001718825,0.0001979754,0.00002127292,0.004050176,0.9818338,0.0004071786,0.01262014,0.00004662222],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.3917457,0.00404381,0.5775661,0.001101269,0.0006247328,0.001861625,0.003217245,0.003177778,0.01666167],"genre_scores_gemma":[0.7358273,0.003920991,0.2439055,0.0002520189,0.0000909142,0.001792203,0.003358258,0.0002769522,0.01057591],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.002698338,"threshold_uncertainty_score":0.009026825,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01248943240039141,"score_gpt":0.2554671936604166,"score_spread":0.2429777612600252,"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."}}