{"id":"W2187629796","doi":"10.82308/39900","title":"Production of sophorolipids by Candida bombicola","year":2002,"lang":"en","type":"article","venue":"eScholarship@McGill (McGill)","topic":"Analytical Chemistry and Chromatography","field":"Chemistry","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Chemistry; Food science","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[0.0001314143,0.0005900138,0.0003824326,0.0002636505,0.0001620378,0.000391679,0.0001713505,0.0002604354,0.0005068243],"category_scores_gemma":[0.0001808645,0.000175266,0.0002969879,0.0003059402,0.00009579645,0.0001898196,0.0005550486,0.0003717421,0.0004555362],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002700702,"about_ca_system_score_gemma":0.0001873848,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003065584,"about_ca_topic_score_gemma":0.004297825,"domain_scores_codex":[0.999821,0.00003355099,0.00001808746,0.00002929888,0.0000720743,0.00002596101],"domain_scores_gemma":[0.9999111,0.0000138308,0.00001810188,0.00001644359,0.00001811941,0.00002240023],"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":[0.00003873372,0.000008531924,0.0002471078,0.00002731726,0.000003144052,0.00003617534,0.00001406855,0.00004697623,0.998285,0.0000196052,0.00002379171,0.001249559],"study_design_scores_gemma":[0.000009110909,0.0002868414,0.007623471,0.00001152793,0.00002048958,0.000255547,0.00005498145,0.0006394261,0.9881791,0.00002024998,0.002888791,0.00001043419],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9930906,0.001343844,0.001911107,0.00009031763,0.00001410905,0.0000364447,0.0009222995,0.0000920334,0.00249909],"genre_scores_gemma":[0.9846571,0.001323492,0.006425248,0.00005815468,0.000009400676,0.00003819585,0.003422203,0.00004492766,0.004021189],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003065584,"threshold_uncertainty_score":0.006095469,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01166437465575588,"score_gpt":0.201631339012231,"score_spread":0.1899669643564751,"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."}}