{"id":"W2491669716","doi":"10.1002/9780470988688.ch12","title":"Periodically Pulsed, Trapping and Extractive Reactors","year":2005,"lang":"en","type":"other","venue":"","topic":"Chemical Reactions and Isotopes","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Trapping; Environmental science; Nuclear engineering; Engineering; Biology; Ecology","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":[0.0001263856,0.000292967,0.0003292268,0.0001467931,0.00009084012,0.00002847963,0.0001289325,0.0009481027,0.1008132],"category_scores_gemma":[0.00005910618,0.0002516045,0.00009299917,0.00008593362,0.0002458858,0.00005108453,0.00005026241,0.001079488,0.0003169784],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004759245,"about_ca_system_score_gemma":0.00005863695,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001180579,"about_ca_topic_score_gemma":0.0001132066,"domain_scores_codex":[0.9989219,0.00006978459,0.000211235,0.0003794025,0.0001044843,0.0003132398],"domain_scores_gemma":[0.9992454,0.0001978909,0.0001230887,0.0001485486,0.00001976371,0.0002653007],"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":[0.00006527566,0.0002520789,0.000190521,0.00005159205,0.0003291265,0.00002190402,0.0001311887,4.63167e-7,0.02891509,0.0006914478,0.7995993,0.169752],"study_design_scores_gemma":[0.0005023059,0.00002610777,0.00009202529,0.00003234554,0.0001188713,0.00002935724,0.00006443429,0.00006014837,0.002711587,0.00002270375,0.9960389,0.0003012474],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001284297,0.001967636,0.00004688271,0.000694202,0.0004063442,0.0002975302,0.0000571601,0.0002515197,0.9949944],"genre_scores_gemma":[0.01706805,0.004067864,0.0002898692,0.001398512,0.001018982,0.00004184508,0.00004236653,0.0002239937,0.9758485],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1964395,"threshold_uncertainty_score":0.9999936,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08208618370245246,"score_gpt":0.4335210382353608,"score_spread":0.3514348545329083,"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."}}