{"id":"W7008731338","doi":"","title":"Contaminants removal from natural gas using dual hollow fiber membrane contactors","year":2009,"lang":"en","type":"dissertation","venue":"Memorial University Research Repository (Memorial University)","topic":"Carbon Dioxide Capture Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"Memorial University of Newfoundland","keywords":"Work (physics); Contactor; Stripping (fiber); Absorption (acoustics); Hollow fiber membrane; Process (computing)","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":[0.0001347128,0.0003163799,0.0003244389,0.000207491,0.0001882776,0.0002663245,0.0004037522,0.0004325783,0.0003769303],"category_scores_gemma":[0.0001517451,0.00015582,0.000485308,0.0002019813,0.0001590342,0.0005830494,0.0003309112,0.0001768766,0.000189561],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004491091,"about_ca_system_score_gemma":0.0002689268,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001957906,"about_ca_topic_score_gemma":0.002089112,"domain_scores_codex":[0.9998343,0.00001342063,0.000007394138,0.00003539509,0.00008524348,0.00002421277],"domain_scores_gemma":[0.9999238,0.00001441464,0.00002276877,0.000007108933,0.000025537,0.000006352038],"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":[0.00006703749,0.00002685688,0.0007214698,0.0001097071,0.00001142621,0.0001062002,0.00002345,0.008051924,0.9831544,0.0002252884,0.00008721634,0.007415135],"study_design_scores_gemma":[0.00001022744,0.0001579002,0.000837909,0.000004279742,0.000009542892,0.00006997691,0.00001879102,0.08929483,0.908313,0.00005767353,0.001213928,0.00001194406],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9501049,0.0005262565,0.0478515,0.00005827987,0.00002090442,0.00002443676,0.00008717953,0.0002693844,0.001057165],"genre_scores_gemma":[0.9833322,0.0002672,0.01491039,0.00001389563,0.000004055828,0.00002105604,0.00004275521,0.00001308068,0.00139546],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001957906,"threshold_uncertainty_score":0.003893018,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01888501228916413,"score_gpt":0.2401827453070126,"score_spread":0.2212977330178485,"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."}}