{"id":"W3046528099","doi":"","title":"Production de biobutanol à partir de lignocellulose: un nouveau procédé thermochimique","year":2020,"lang":"fr","type":"dissertation","venue":"","topic":"Catalysis for Biomass Conversion","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Chemistry; Humanities; Art","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001982995,0.0003763127,0.0003784544,0.0002133149,0.0003312717,0.0006707131,0.0002303136,0.0003262581,0.001411441],"category_scores_gemma":[0.0001477532,0.000185637,0.0003853886,0.0004071929,0.0003033474,0.0004469414,0.0002310504,0.0005454065,0.0004680328],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008837841,"about_ca_system_score_gemma":0.0006393952,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005081013,"about_ca_topic_score_gemma":0.0118228,"domain_scores_codex":[0.9998364,0.00001526377,0.000006528244,0.00004189161,0.00007621703,0.00002360679],"domain_scores_gemma":[0.9999287,0.00001207349,0.00001519778,0.00001268005,0.00002114384,0.00001023563],"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":[0.00005609792,0.00001328409,0.0002255008,0.0001112247,0.000006927568,0.00002611043,0.00003074309,0.0003218791,0.9933422,0.0001346614,0.00001776171,0.005713553],"study_design_scores_gemma":[0.000002778257,0.000128245,0.001423612,0.000007795351,0.00001398768,0.0000353117,0.00002939641,0.0005352103,0.994557,0.00004984718,0.003211138,0.000005731455],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.958629,0.009254275,0.02512034,0.000261383,0.00007096665,0.00008063784,0.0003520613,0.0001324525,0.006098706],"genre_scores_gemma":[0.9703401,0.005077057,0.01281988,0.00005292014,0.00001082562,0.00004911857,0.000321792,0.00004912695,0.01127907],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005081013,"threshold_uncertainty_score":0.01010293,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00736608850705343,"score_gpt":0.2055127925612667,"score_spread":0.1981467040542133,"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."}}