{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002890674,0.0005639118,0.0003992205,0.0005752123,0.0003319859,0.001026483,0.0008199891,0.0005879615,0.01642791],"category_scores_gemma":[0.000247531,0.0003441602,0.0002913817,0.0008313864,0.0003154372,0.001089781,0.000486366,0.001139318,0.007399424],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004218356,"about_ca_system_score_gemma":0.0004455702,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000474195,"about_ca_topic_score_gemma":0.00107139,"domain_scores_codex":[0.9997198,0.00001457532,0.000009486586,0.00005001018,0.0001891601,0.00001688493],"domain_scores_gemma":[0.9999112,0.0000273628,0.00001579604,0.00001551548,0.00002069193,0.000009283305],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002964175,0.0002034496,0.000301812,0.001500563,0.00001916015,0.0002536334,0.0001510651,0.00196865,0.359232,0.02768965,0.04653857,0.5618451],"study_design_scores_gemma":[0.00002437865,0.0003600424,0.0009771265,0.000119579,0.00002963548,0.0009162863,0.00007153362,0.002014703,0.2288398,0.003062646,0.7635426,0.00004161789],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.06283884,0.1541841,0.2141241,0.001576026,0.003982957,0.0006150456,0.002838018,0.004099123,0.5557418],"genre_scores_gemma":[0.1176205,0.1110556,0.1173788,0.001307115,0.001452003,0.000430102,0.003389085,0.000892816,0.6464739],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01642791,"threshold_uncertainty_score":0.05495679,"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."}}