{"id":"W1748760789","doi":"10.1002/cjce.22322","title":"Review on catalysis related research at CanmetENERGY","year":2015,"lang":"en","type":"article","venue":"The Canadian Journal of Chemical Engineering","topic":"Petroleum Processing and Analysis","field":"Chemistry","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Natural Resources Canada","funders":"Natural Resources Canada; Government of Canada","keywords":"Oil sands; Asphalt; Oil refinery; Refining (metallurgy); Petroleum; Government (linguistics); Waste management; Fluid catalytic cracking; Petroleum industry; Environmental science; Business; Engineering; Cracking; Chemistry; Environmental engineering; Materials science","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true,"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":[0.001591892,0.001281077,0.001503576,0.007952886,0.000801697,0.002544867,0.001476347,0.001794332,0.01432794],"category_scores_gemma":[0.00240583,0.0006162267,0.0007835224,0.01154311,0.0005032854,0.001888488,0.001053202,0.001477642,0.006184722],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004095572,"about_ca_system_score_gemma":0.01070182,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02255737,"about_ca_topic_score_gemma":0.04592179,"domain_scores_codex":[0.9989402,0.0001068775,0.000127914,0.000127069,0.0005632442,0.0001346939],"domain_scores_gemma":[0.9968216,0.0005801311,0.0003310415,0.00009485395,0.001934555,0.0002377106],"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":[0.0001447384,0.00007925158,0.0002977334,0.04888708,0.0002340929,0.0003760402,0.0001174631,0.0004175208,0.003841301,0.00436628,0.1841507,0.7570878],"study_design_scores_gemma":[0.000006046267,0.00002960284,0.0005430715,0.005336962,0.00009354292,0.0001818631,0.00004312495,0.00001982132,0.0006231216,0.0002855232,0.9928275,0.000009804724],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001398095,0.993696,0.00008052975,0.0007207259,0.0007251442,0.00001499417,0.0000894359,0.000008869799,0.004524474],"genre_scores_gemma":[0.001122159,0.9947379,0.0001285811,0.0006476787,0.0003198442,0.00001318643,0.0002083101,0.000005352824,0.002816972],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9959044,"threshold_uncertainty_score":0.04793173,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03495311423321878,"score_gpt":0.263784927001021,"score_spread":0.2288318127678022,"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."}}