{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001369772,0.0003110666,0.0002607648,0.0002382233,0.0002517219,0.0002450517,0.0003347888,0.0004756913,0.001489578],"category_scores_gemma":[0.0001639186,0.00009355033,0.0002524658,0.0002449062,0.0001533574,0.0002992224,0.0002383294,0.0002852736,0.0004802029],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000358779,"about_ca_system_score_gemma":0.0002499975,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002008639,"about_ca_topic_score_gemma":0.00277303,"domain_scores_codex":[0.9999205,0.000006486232,0.000004860734,0.00001560186,0.00002577414,0.00002673664],"domain_scores_gemma":[0.9999465,0.00001037176,0.000007363244,0.00000942023,0.00001163142,0.0000146854],"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":[0.00007861289,0.00003561431,0.0001958406,0.00009594741,0.000009378903,0.000246538,0.00002765091,0.000425595,0.9845027,0.0002622415,0.000310237,0.01380954],"study_design_scores_gemma":[0.000006910605,0.00009045925,0.0007288291,0.000003911685,0.00000793188,0.0001153961,0.00001004436,0.0007428099,0.9952,0.00005017751,0.003038967,0.000004465785],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9639602,0.002072246,0.02110078,0.0002392883,0.0001255527,0.00005286207,0.0007549328,0.0003383713,0.01135566],"genre_scores_gemma":[0.9849823,0.0005936046,0.01050356,0.00003125963,0.00002472723,0.00001538611,0.0004480335,0.00003436311,0.003366761],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002008639,"threshold_uncertainty_score":0.004983127,"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."}}