{"id":"W6995948432","doi":"","title":"Production of ethanol from apple pomace using «Saccharomyces cerevisiae, Trichoderma reesei» and «Myceliophthora thermophila» fungi","year":2019,"lang":"en","type":"dissertation","venue":"eScholarship@McGill (McGill)","topic":"Biofuel production and bioconversion","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Pomace; Ethanol fuel; Ethanol; Trichoderma; Production (economics)","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":[0.00008016105,0.0004139711,0.0001213046,0.0001694638,0.0002008599,0.0003395544,0.00009983288,0.0001444651,0.001585468],"category_scores_gemma":[0.00006179428,0.0001093959,0.000314812,0.0002115291,0.00008605061,0.000204456,0.000164816,0.0002743111,0.0004558248],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000204924,"about_ca_system_score_gemma":0.0001913348,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002142356,"about_ca_topic_score_gemma":0.002847102,"domain_scores_codex":[0.9999672,0.000001873363,0.00000169409,0.000007401852,0.00001071305,0.00001112667],"domain_scores_gemma":[0.9999835,0.000003716604,0.000001614126,0.000001713734,0.00000446318,0.000004887308],"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":[0.0001033855,0.0000860643,0.0002624707,0.00006396578,0.00001085576,0.0001749494,0.00007059122,0.0005412148,0.9867416,0.000136699,0.0001389643,0.01166922],"study_design_scores_gemma":[0.000008585164,0.0001178206,0.002280802,0.000007946766,0.00001688419,0.0000603719,0.00004096331,0.0002660397,0.9945912,0.00004601659,0.002560355,0.000003144034],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9823651,0.001786334,0.002644462,0.0001000845,0.00006233765,0.00002791597,0.0003332176,0.00003965738,0.01264089],"genre_scores_gemma":[0.9656246,0.002772087,0.002207557,0.00003626531,0.00001029656,0.000009077204,0.0009126272,0.0000303782,0.02839707],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002142356,"threshold_uncertainty_score":0.00530386,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0190036356588281,"score_gpt":0.232211957687566,"score_spread":0.2132083220287379,"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."}}