{"id":"W3022503833","doi":"","title":"Yeast adaptation to unsaturated fatty acids and sterol starvation upon heme deprivation","year":2003,"lang":"en","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Fermentation and Sensory Analysis","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ministère des Transports","funders":"","keywords":"Starvation; Yeast; Adaptation (eye); Sterol; Biochemistry; Heme; Chemistry; Food science; Biology; Cholesterol; Endocrinology; Enzyme","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":[0.001775361,0.0002670971,0.0002687741,0.00007598076,0.0003594073,0.0004225445,0.0003526373,0.0002385481,0.0003222546],"category_scores_gemma":[0.0005670931,0.0001633697,0.0001086375,0.0005753045,0.00005590154,0.000181744,0.000266825,0.0002888048,0.00003713967],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008974104,"about_ca_system_score_gemma":0.0000338459,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009461364,"about_ca_topic_score_gemma":0.005680256,"domain_scores_codex":[0.9956512,0.002617102,0.0004551328,0.0006731163,0.0003670497,0.0002363921],"domain_scores_gemma":[0.9975303,0.0003717591,0.0003509918,0.0003250807,0.001242003,0.0001798654],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0001424736,0.0008390089,0.016765,0.0001511068,0.000244751,0.000005080533,0.01907479,0.00148392,0.5442351,0.02178485,0.0008838705,0.3943901],"study_design_scores_gemma":[0.001363917,0.000009443402,0.6643474,0.001439226,0.0002753376,0.00001443719,0.00393034,0.08814392,0.2043055,0.007616824,0.02645287,0.002100763],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9751974,0.00008631734,0.01335206,0.008073779,0.0001009754,0.0004968076,0.00008693102,0.0001319924,0.002473691],"genre_scores_gemma":[0.9861386,0.0001491015,0.009347216,0.0004000919,0.00002298361,0.0000512995,0.001953955,0.000004669924,0.001932029],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6475824,"threshold_uncertainty_score":0.6662021,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02651753798930915,"score_gpt":0.221693810254503,"score_spread":0.1951762722651938,"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."}}