{"id":"W7020507201","doi":"","title":"Long-term storage of fermentable sugars for bioethanol production","year":2022,"lang":"fr","type":"dissertation","venue":"Knowledge UdeS (Institutional Deposit of the University of Sherbrooke)","topic":"Biofuel production and bioconversion","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Biofuel; Animal production; Plant production; Production system (computer science)","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":[0.0002321705,0.000388406,0.0003326198,0.0002564041,0.0004369752,0.0008787233,0.0004072083,0.0003684035,0.003303967],"category_scores_gemma":[0.0004097291,0.0001040569,0.0003714051,0.0006134669,0.0001204856,0.0008571477,0.0004216908,0.0004766501,0.0009290242],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004746927,"about_ca_system_score_gemma":0.0004976663,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001923764,"about_ca_topic_score_gemma":0.004311665,"domain_scores_codex":[0.9998593,0.00001490453,0.00001743538,0.00003187487,0.00003945665,0.0000370721],"domain_scores_gemma":[0.9998108,0.00001881177,0.00003306736,0.00002856913,0.00008100745,0.00002786097],"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":[0.0007803641,0.0001052147,0.001016122,0.0004115177,0.00002765153,0.0002185355,0.000097385,0.0007395724,0.9716154,0.0003666301,0.0005958112,0.02402572],"study_design_scores_gemma":[0.00001183173,0.0004067861,0.002325527,0.00006639419,0.00004562192,0.00006973809,0.0001532373,0.001682483,0.9865047,0.000108878,0.008596948,0.00002778051],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9797624,0.008922973,0.004730863,0.0002319753,0.0003109357,0.00005909181,0.002595128,0.0001708336,0.003215916],"genre_scores_gemma":[0.9865206,0.002692525,0.003202635,0.0000612708,0.00002219769,0.00005623013,0.002021604,0.00003882971,0.005384131],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003303967,"threshold_uncertainty_score":0.01105291,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01387977651823346,"score_gpt":0.218394585033624,"score_spread":0.2045148085153905,"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."}}