{"id":"W3137999469","doi":"10.1002/cjce.24116","title":"<scp><i>Chlorella minutissima</i></scp> grown with xylose and arabinose in tubular photobioreactors: Evaluation of kinetics, carbohydrate production, and protein profile","year":2021,"lang":"en","type":"article","venue":"The Canadian Journal of Chemical Engineering","topic":"Algal biology and biofuel production","field":"Energy","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Photobioreactor; Xylose; Arabinose; Biomass (ecology); Food science; Carbohydrate; Chlorella; Biofuel; Biology; Botany; Light intensity; Chemistry; Algae; Biochemistry; Biotechnology; Fermentation; Agronomy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.0001519898,0.000611382,0.0004538251,0.0001944713,0.0002021356,0.0004791732,0.0002311126,0.0002306864,0.0005904203],"category_scores_gemma":[0.0001459544,0.0001772034,0.0003907022,0.0003232725,0.0002104831,0.0002674759,0.0003725587,0.0004178739,0.0002098955],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003769526,"about_ca_system_score_gemma":0.0003083604,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006703683,"about_ca_topic_score_gemma":0.005732472,"domain_scores_codex":[0.9998467,0.00002223482,0.00001460709,0.00004116099,0.0000431706,0.000032027],"domain_scores_gemma":[0.9998965,0.00001262876,0.00003214865,0.00001193671,0.00002524356,0.00002138586],"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":[0.0000326193,0.000006424321,0.0001405137,0.00002010048,0.000002446681,0.00001641605,0.00000812896,0.00002731632,0.9994394,0.000005572925,0.000004662267,0.0002961938],"study_design_scores_gemma":[0.000003217498,0.0001914863,0.006532999,0.000006410296,0.000012557,0.00007874733,0.00005387979,0.0003893343,0.9921937,0.000008523419,0.0005224667,0.000006692214],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976545,0.000368985,0.001047709,0.00003775865,0.00000847816,0.00002122197,0.0002632543,0.00004312802,0.0005550826],"genre_scores_gemma":[0.992572,0.0004442158,0.003547687,0.000035203,0.000004937998,0.00003952646,0.0009397006,0.00004203615,0.002374697],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006703683,"threshold_uncertainty_score":0.01332933,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008932627074904498,"score_gpt":0.1859185305268211,"score_spread":0.1769859034519166,"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."}}