{"id":"W6996059408","doi":"","title":"Production of HMF in high yield using a low cost and recyclable carbonaceous catalyst","year":2020,"lang":"en","type":"article","venue":"","topic":"Carbon dioxide utilization in catalysis","field":"Chemical Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Yield (engineering); Catalysis; Production (economics); Raw material; Process (computing)","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":[0.00007438504,0.00009981899,0.000221851,0.0000841814,0.00001073474,0.000009046368,0.00006650416,0.00006878132,0.00007210336],"category_scores_gemma":[0.0005244882,0.0001062177,0.00002985656,0.0005887114,0.00003113899,0.00009232516,0.00006061125,0.0001068283,0.000002585725],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006881256,"about_ca_system_score_gemma":0.00002117395,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001029879,"about_ca_topic_score_gemma":0.00008579122,"domain_scores_codex":[0.9991748,0.000008541362,0.0002806673,0.0002607369,0.0001399947,0.0001352564],"domain_scores_gemma":[0.9995961,0.00004973765,0.00005870041,0.0001736674,0.00004917919,0.00007259689],"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":[0.00003721945,0.00003386631,0.007177477,0.0002606073,0.0000339613,0.000006363874,0.000527322,0.08923412,0.9017198,0.0002774991,0.0002027735,0.0004889526],"study_design_scores_gemma":[0.000318535,0.000008709861,0.0003024646,0.00008204533,0.00004075694,0.000009275281,0.0002148146,0.2565253,0.7421256,0.00002088978,0.0001605552,0.0001909876],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995745,0.0001143473,0.002479477,0.0004562191,0.00009547063,0.0001897569,0.000005565365,0.00008075286,0.0008333885],"genre_scores_gemma":[0.9987354,0.00001575161,0.0008529908,0.00005679937,0.00006019427,0.000008273789,0.00001355751,0.00001918579,0.000237818],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1672912,"threshold_uncertainty_score":0.4331433,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02359585816189183,"score_gpt":0.2285821175299353,"score_spread":0.2049862593680435,"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."}}