{"id":"W7047285445","doi":"","title":"Ethanol production from an acid hydrolysed concentrated whey permeate","year":2002,"lang":"en","type":"dissertation","venue":"eScholarship@McGill (McGill)","topic":"Superconducting and THz Device Technology","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Ethanol fuel; Hydrolysis; Ethanol; Ultrafiltration (renal); Production (economics); Ethanol fermentation","routes":{"ca_aff":false,"ca_fund":true,"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":[0.0001252676,0.0004289949,0.0002400144,0.0001758941,0.0001749763,0.0004174857,0.0002066405,0.0002322444,0.002269013],"category_scores_gemma":[0.0001164202,0.0001078025,0.0002991291,0.0003721363,0.0001012726,0.000346347,0.0001974927,0.0004102329,0.001003463],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003110188,"about_ca_system_score_gemma":0.0003086263,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005860686,"about_ca_topic_score_gemma":0.005444326,"domain_scores_codex":[0.9999228,0.000008467279,0.000006493686,0.00001550143,0.00002387191,0.00002303373],"domain_scores_gemma":[0.9999639,0.0000078092,0.000004844229,0.000004742205,0.00001232825,0.000006448703],"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":[0.00008273361,0.0000548379,0.000131868,0.00008803689,0.000008562872,0.0001413043,0.00003475015,0.0001790876,0.9953661,0.0001190432,0.0001644495,0.003629246],"study_design_scores_gemma":[0.000009497164,0.0001175864,0.001148684,0.00001529496,0.0000132788,0.00004440417,0.00005829626,0.0005157131,0.9937376,0.00002791797,0.004306629,0.000005097991],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9723474,0.001739846,0.008095956,0.000298131,0.0001558928,0.00008977582,0.002197671,0.0001654245,0.01490989],"genre_scores_gemma":[0.9464265,0.002280914,0.00595426,0.00005008159,0.00001289633,0.00002546218,0.004100534,0.0001074237,0.04104196],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005860686,"threshold_uncertainty_score":0.01165313,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01957952007121704,"score_gpt":0.2505130479047064,"score_spread":0.2309335278334893,"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."}}