{"id":"W2034066636","doi":"10.1016/s0926-860x(01)00575-0","title":"Practical approach to measure the relative activity of heterogeneous catalysts","year":2001,"lang":"en","type":"article","venue":"Applied Catalysis A General","topic":"Recycling and Waste Management Techniques","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"Natural Sciences and Engineering Research Council of Canada; Bayer Canada","keywords":"Measure (data warehouse); Catalysis; Chemistry; Computer science; Data mining; Organic chemistry","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":[0.002730976,0.001548881,0.001224887,0.002808534,0.0007412689,0.001642387,0.002583898,0.002639765,0.002847243],"category_scores_gemma":[0.004105706,0.0009830559,0.0005239894,0.001328762,0.001422418,0.001414462,0.001631037,0.003356886,0.002006064],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006303465,"about_ca_system_score_gemma":0.0007696057,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005079182,"about_ca_topic_score_gemma":0.001219828,"domain_scores_codex":[0.9960425,0.0008858168,0.0001691016,0.0006414774,0.002115522,0.000145624],"domain_scores_gemma":[0.9983203,0.0006270087,0.0001346367,0.0003549675,0.0004919542,0.00007108537],"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":[0.0001563502,0.0002186612,0.001197454,0.0004984897,0.00006873679,0.00006532884,0.00008536364,0.001241261,0.9400128,0.004801458,0.0009504262,0.05070378],"study_design_scores_gemma":[0.00005532748,0.0006422549,0.001537176,0.00003068761,0.00006468426,0.0006945842,0.0001071337,0.01452889,0.9694529,0.004752636,0.008077499,0.00005614583],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.04640272,0.003651261,0.938214,0.0008977061,0.000340402,0.0005403936,0.0007677496,0.001229692,0.007956104],"genre_scores_gemma":[0.3221339,0.003665848,0.6645088,0.0005998594,0.0001293523,0.001320413,0.0008394787,0.0001163112,0.006686044],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.002847243,"threshold_uncertainty_score":0.01444298,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02877845433744255,"score_gpt":0.2651514737589002,"score_spread":0.2363730194214576,"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."}}