{"id":"W3128333264","doi":"10.1021/acscatal.0c05325","title":"A Career in Catalysis: James A. Dumesic","year":2021,"lang":"en","type":"article","venue":"ACS Catalysis","topic":"Catalysis for Biomass Conversion","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Catalysis; Chemistry; Psychology; Organic chemistry","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":[0.004790823,0.0009313622,0.0009624449,0.001567529,0.004459342,0.006916341,0.0009435887,0.002720589,0.01066085],"category_scores_gemma":[0.005312881,0.000448269,0.0006389931,0.0009228913,0.001762568,0.003884164,0.002421194,0.009561449,0.007221956],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004848676,"about_ca_system_score_gemma":0.00816406,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003587422,"about_ca_topic_score_gemma":0.006059067,"domain_scores_codex":[0.9958811,0.0005752281,0.0001459987,0.0006529306,0.00208553,0.0006592337],"domain_scores_gemma":[0.9937099,0.0003734462,0.0001445183,0.00006907366,0.001715068,0.00398802],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002605415,0.00004964251,0.0003848015,0.0001010854,0.000007046743,0.0001481608,0.0002968486,0.00002755288,0.0003244252,0.007204412,0.9625637,0.02886633],"study_design_scores_gemma":[0.000006200385,0.00003883995,0.0003652807,0.0002128307,0.00000439721,0.0005096841,0.0002581343,0.00005216114,0.0002074041,0.001582848,0.9967448,0.00001748713],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.002645488,0.1724942,0.002151837,0.6123732,0.1646117,0.00006697708,0.0001672835,0.0001605419,0.0453288],"genre_scores_gemma":[0.04325175,0.1779696,0.006672617,0.3364842,0.04856696,0.0001388288,0.0003670338,0.0003791882,0.3861699],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01066085,"threshold_uncertainty_score":0.03566414,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007433621270796442,"score_gpt":0.1827885378546828,"score_spread":0.1753549165838864,"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."}}