{"id":"W2124991509","doi":"10.1186/2191-0855-3-15","title":"High gravity and high cell density mitigate some of the fermentation inhibitory effects of softwood hydrolysates","year":2013,"lang":"en","type":"article","venue":"AMB Express","topic":"Biofuel production and bioconversion","field":"Engineering","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Softwood; Hydrolysate; Fermentation; Inhibitory postsynaptic potential; Specific gravity; Chemistry; Pulp and paper industry; Food science; Botany; Biology; Biochemistry; Engineering; Mineralogy; Hydrolysis; Neuroscience","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":[0.00004229037,0.00008046172,0.0001117849,0.0000250036,0.00003258448,0.000007613153,0.00006307371,0.0000588943,0.000008589517],"category_scores_gemma":[0.000005664393,0.00006035412,0.00003083117,0.00004396028,0.00007765837,0.0001462872,0.00004535685,0.00007198978,0.000005559128],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001115932,"about_ca_system_score_gemma":0.000002961009,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003100488,"about_ca_topic_score_gemma":0.00000107564,"domain_scores_codex":[0.9995668,0.00003359621,0.0001170612,0.0001007682,0.00009590553,0.00008589852],"domain_scores_gemma":[0.9997152,0.00002289823,0.00005010554,0.0001531295,0.0000294102,0.00002926774],"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":[0.000003638687,0.00002324572,0.001585492,0.0005273959,0.00001067833,1.530545e-7,0.0001624543,0.00006356102,0.9966326,0.00002095813,0.0005508196,0.00041898],"study_design_scores_gemma":[0.0003367042,0.00002263609,0.0674556,0.00003264317,0.00001593626,5.365321e-7,0.0000279868,0.000165717,0.9312596,0.0005948466,0.00002516559,0.00006259208],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988932,0.0002113374,0.00002261469,0.00006364168,0.000525172,0.0002274353,0.00000317418,0.00004102064,0.00001241808],"genre_scores_gemma":[0.9996248,0.00005627829,0.0001530589,0.00002848158,0.00005003664,0.000007900559,0.000003175478,0.000008373951,0.00006785803],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06587011,"threshold_uncertainty_score":0.246117,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.002141727725615194,"score_gpt":0.1505471746548397,"score_spread":0.1484054469292245,"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."}}