{"id":"W4320025485","doi":"10.54319/jjbs/150515","title":"Bioethanol Production from Biologically Pretreated Prosopis africana Pods using Pichia kudriavzevii SY4","year":2022,"lang":"en","type":"article","venue":"Jordan Journal of Biological Sciences","topic":"Biofuel production and bioconversion","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Workers Compensation Board of Alberta","funders":"","keywords":"Biology; Biotechnology","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":[0.0001280303,0.0005550965,0.0003843697,0.0002878458,0.0001230827,0.0003703629,0.000175067,0.0001627906,0.000431773],"category_scores_gemma":[0.0001093884,0.0001396505,0.0004017309,0.0003321005,0.0001188609,0.0002224567,0.0003089322,0.0002812302,0.0001125959],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001254403,"about_ca_system_score_gemma":0.0001401169,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008916729,"about_ca_topic_score_gemma":0.001378739,"domain_scores_codex":[0.9999049,0.00001688022,0.00001207744,0.00002500548,0.00002168749,0.00001946076],"domain_scores_gemma":[0.9999599,0.000006966103,0.000012426,0.00000692015,0.000006144628,0.000007582965],"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":[0.00005208296,0.00001834054,0.0002367893,0.0000356893,0.000004661556,0.00003982492,0.000007871273,0.00007777022,0.9984583,0.000007867723,0.000004596272,0.001056283],"study_design_scores_gemma":[0.000008915147,0.0005300711,0.01405152,0.00001072639,0.00004415324,0.000127589,0.00006970993,0.0008887244,0.9834822,0.00002078511,0.0007587095,0.000006851992],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985107,0.0003691546,0.0006130537,0.00002360784,0.000004900121,0.00001016523,0.0001423204,0.00001447972,0.0003115833],"genre_scores_gemma":[0.9946415,0.0005679361,0.003108675,0.00002374977,0.00000364873,0.00002139528,0.0004935461,0.000009656685,0.0011298],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008916729,"threshold_uncertainty_score":0.001773,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05740785610081515,"score_gpt":0.2579566528183078,"score_spread":0.2005487967174926,"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."}}