{"id":"W2575316138","doi":"10.1039/c6ra27248g","title":"Catalytic glycerol hydrogenolysis to 1,3-propanediol in a gas–solid fluidized bed","year":2017,"lang":"en","type":"article","venue":"RSC Advances","topic":"Catalysis for Biomass Conversion","field":"Engineering","cited_by":59,"is_retracted":false,"has_abstract":true,"ca_institutions":"Polytechnique Montréal","funders":"Mitacs","keywords":"Hydrogenolysis; Glycerol; 1,3-Propanediol; Catalysis; Propanediol; Chemistry; Fluidized bed; Organic chemistry; Chromatography","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001222132,0.0002176721,0.0003625229,0.0002262209,0.0001486359,0.00007859481,0.0005518734,0.00007221218,0.0000373872],"category_scores_gemma":[0.0001163119,0.0002198634,0.0001126948,0.000209155,0.00005051127,0.0005223634,0.0001374891,0.0001018791,0.0004638079],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001610637,"about_ca_system_score_gemma":0.00001433412,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001044738,"about_ca_topic_score_gemma":0.0005193519,"domain_scores_codex":[0.9987695,0.00001065733,0.000277427,0.0003270561,0.0002260635,0.0003893465],"domain_scores_gemma":[0.9988857,0.00003097233,0.00006392042,0.0008502872,0.00002762744,0.0001415098],"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":[0.0001992571,0.00007308706,0.00604397,0.0002415165,0.0001997382,0.0001918603,0.001108693,0.007188477,0.8466462,0.00004536374,0.0005628702,0.1374989],"study_design_scores_gemma":[0.001238598,0.00005950901,0.0007158655,0.0000942856,0.00006645952,0.00001486358,0.0001210649,0.0113404,0.9734468,0.0001976432,0.01217461,0.0005299287],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958325,0.001403081,0.0002872303,0.0002018523,0.0003905463,0.0002999645,0.00002044605,0.0002183339,0.001346055],"genre_scores_gemma":[0.9987,0.0002610851,0.0007287626,0.00003209518,0.00009015956,0.00005903171,0.00002657597,0.0000395526,0.00006271535],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.136969,"threshold_uncertainty_score":0.8965771,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008759264737448851,"score_gpt":0.2466930739524457,"score_spread":0.2379338092149968,"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."}}