{"id":"W3175649406","doi":"10.1002/cjce.24245","title":"Influence of sweet whey permeate utilization on <scp> <i>Tetradesmus obliquus</i> </scp> growth and β‐galactosidase production","year":2021,"lang":"en","type":"article","venue":"The Canadian Journal of Chemical Engineering","topic":"Algal biology and biofuel production","field":"Energy","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Rimouski","funders":"Natural Sciences and Engineering Research Council of Canada; Institut sur la Nutrition et les Aliments Fonctionnels","keywords":"Lactose; Food science; Biomass (ecology); Nutrient; Carbon source; Chemistry; Biology; Biochemistry; Agronomy","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.0002340751,0.0006077703,0.0004026977,0.0002408299,0.0001609294,0.0005769276,0.0002942474,0.000271302,0.000684381],"category_scores_gemma":[0.0003230547,0.0001730184,0.0002455637,0.0003446268,0.000222856,0.0003209861,0.0004678564,0.0003746599,0.0002315897],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003237524,"about_ca_system_score_gemma":0.000329768,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003149301,"about_ca_topic_score_gemma":0.004039288,"domain_scores_codex":[0.9997054,0.00006405152,0.00003640803,0.00005633739,0.00007823119,0.00005951084],"domain_scores_gemma":[0.9998187,0.0000489604,0.00004839886,0.00001505027,0.00003096632,0.0000378415],"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":[0.0001658535,0.00002720415,0.0002704799,0.00004739089,0.000007676942,0.00004058172,0.00001675088,0.00008051319,0.9984785,0.000009813632,0.00001438037,0.0008410115],"study_design_scores_gemma":[0.000004147594,0.0002681231,0.002983814,0.000008743597,0.00001746354,0.00004575283,0.0000507941,0.0002796392,0.9957836,0.000005160922,0.0005461751,0.000006689981],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984838,0.0004426462,0.0002122306,0.0000326365,0.000009174724,0.00001043079,0.000159676,0.00001507002,0.0006343432],"genre_scores_gemma":[0.9981679,0.0003646048,0.0006208013,0.00002050457,0.000002442235,0.00001072817,0.0002255287,0.00001647678,0.0005708943],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003149301,"threshold_uncertainty_score":0.006261945,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01083990817093095,"score_gpt":0.1920229498329472,"score_spread":0.1811830416620163,"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."}}