{"id":"W3160047383","doi":"10.1039/d0cs00670j","title":"Continuous flow strategies for using fluorinated greenhouse gases in fluoroalkylations","year":2021,"lang":"en","type":"review","venue":"Chemical Society Reviews","topic":"Fluorine in Organic Chemistry","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":63,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; Defense Advanced Research Projects Agency; Army Research Office; Croucher Foundation","keywords":"Greenhouse gas; Continuous flow; Greenhouse; Flow (mathematics); Environmental science; Greenhouse effect; Process engineering; Nanotechnology; Materials science; Biochemical engineering; Engineering; Mechanics; Global warming; Climate change; Physics; Ecology; Biology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001040031,0.0009045799,0.003897846,0.00003920357,0.0001720244,0.00007700695,0.0006856217,0.001887458,0.001180616],"category_scores_gemma":[0.0007174123,0.0008345662,0.002440393,0.0008088883,0.0002834011,0.0001322167,0.0002917788,0.002210486,0.00006736822],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007364323,"about_ca_system_score_gemma":0.0009125698,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009060748,"about_ca_topic_score_gemma":0.000002633049,"domain_scores_codex":[0.9956928,0.0004256802,0.001900187,0.0009699597,0.0001709951,0.0008403813],"domain_scores_gemma":[0.9970137,0.00123785,0.000693769,0.0006145696,0.0001667875,0.0002732464],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000009417795,0.0004640407,0.000009578922,0.04666036,0.0005743565,0.00002957311,0.0001978462,0.00001394155,0.004174151,0.0001328417,0.04650452,0.9012294],"study_design_scores_gemma":[0.0006658015,0.00001319348,5.238511e-8,0.005899351,0.001801061,0.00009105683,0.00007277262,0.0007126115,0.00191774,0.00006205504,0.9880069,0.0007573791],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001354339,0.9959171,0.0002362151,0.00005045971,0.0006176735,0.00231436,0.0003331448,0.0001330275,0.0002626325],"genre_scores_gemma":[0.000005730833,0.9868255,0.009328649,0.0002787701,0.0009809732,0.0008072919,0.001088831,0.0001485075,0.0005357449],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9415024,"threshold_uncertainty_score":0.9997324,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2891594298649112,"score_gpt":0.4972756815787137,"score_spread":0.2081162517138025,"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."}}