{"id":"W2808737448","doi":"10.1093/femsyr/foy011","title":"Spathaspora passalidarum selected for resistance to AFEX hydrolysate shows decreased cell yield","year":2018,"lang":"en","type":"article","venue":"FEMS Yeast Research","topic":"Biofuel production and bioconversion","field":"Engineering","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Biology; Xylose; Respiration; Fermentation; Strain (injury); Biochemistry; Cellular respiration; Food science; Botany","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000774731,0.000139995,0.0001361909,0.0002491313,0.0002107018,0.00007952827,0.0002853402,0.0001414137,0.0004515673],"category_scores_gemma":[0.0001724398,0.0001372247,0.00004855304,0.0008282086,0.00009216891,0.00008034788,0.00006467605,0.0002928154,0.0007305471],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000104234,"about_ca_system_score_gemma":0.00007051649,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006024119,"about_ca_topic_score_gemma":0.0001723241,"domain_scores_codex":[0.998348,0.00005461958,0.0001699239,0.0003684534,0.0004157848,0.0006432078],"domain_scores_gemma":[0.998785,0.00006009178,0.00001563499,0.0004143116,0.0004470013,0.00027801],"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":[0.0004296235,0.00006590373,0.0002390037,0.0003363821,0.00002085629,0.000005959195,0.0003287154,0.00001896292,0.7338726,0.0000346849,0.2625985,0.002048765],"study_design_scores_gemma":[0.0003150845,0.0001303101,0.0003932449,0.00004286421,0.000003699391,0.000001251366,0.0001025026,0.001458034,0.6010228,0.0001063473,0.3962545,0.0001694337],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9478436,0.0005279583,0.007313746,0.003374762,0.001886034,0.002522375,0.0001613194,0.001099083,0.03527109],"genre_scores_gemma":[0.9865232,0.00001441556,0.001132127,0.00006740454,0.0007441815,0.00008058523,0.00002487631,0.00004895447,0.01136427],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1336559,"threshold_uncertainty_score":0.9389948,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04376044415583644,"score_gpt":0.2869966740326486,"score_spread":0.2432362298768121,"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."}}