{"id":"W2325148444","doi":"10.1021/ef300118s","title":"Ethanol Dehydration in a Fixed Bed Using Canola Meal","year":2012,"lang":"en","type":"article","venue":"Energy & Fuels","topic":"Biofuel production and bioconversion","field":"Engineering","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Canola; Adsorption; Ethanol; Chemistry; Dehydration; Volumetric flow rate; Chromatography; Organic chemistry; Biochemistry; Food science; Thermodynamics","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":[],"consensus_categories":[],"category_scores_codex":[0.00009989082,0.00009257547,0.00008550406,0.0001023547,0.00003036163,0.00001208833,0.00004874492,0.0001049788,0.0001087681],"category_scores_gemma":[0.000006759783,0.00009280953,0.00002721339,0.0001694564,0.00001247877,0.0002262611,0.00001527559,0.00008621284,0.00002075084],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009922817,"about_ca_system_score_gemma":0.00001071767,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002441893,"about_ca_topic_score_gemma":0.00005685759,"domain_scores_codex":[0.9994377,0.00002669166,0.0001256363,0.00009705453,0.00009023651,0.0002226295],"domain_scores_gemma":[0.9997908,0.00000686792,0.0000170024,0.0001114734,0.0000127005,0.00006116778],"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":[0.000007300149,0.00002340897,0.001317138,0.00003031529,0.00001103513,0.000001293521,0.0003707571,0.0008764421,0.9922326,0.0002106844,0.0003474912,0.004571543],"study_design_scores_gemma":[0.0002586397,0.000008941715,0.001039747,0.00001424463,0.000006898389,0.000007243212,0.00005400837,0.003350894,0.9656453,0.00004325044,0.02941024,0.0001606228],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9944437,0.0007102934,0.001413909,0.00008194849,0.00107283,0.00004368968,0.000001382653,0.0001427566,0.002089527],"genre_scores_gemma":[0.9986858,0.00005260219,0.0006304865,0.00008475549,0.0003463962,0.000005221798,0.00001070142,0.00001627053,0.0001677136],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02906274,"threshold_uncertainty_score":0.3784662,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01920754608295603,"score_gpt":0.2224406631378714,"score_spread":0.2032331170549153,"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."}}