{"id":"W4318197715","doi":"10.1111/wej.12850","title":"Continuous cultivation of <scp><i>Debaryomyces hansenii</i></scp> (LAF‐3 10 U) on dodecane in synthetic desalter effluent at varying dilution rates on dodecane","year":2023,"lang":"en","type":"article","venue":"Water and Environment Journal","topic":"Microbial bioremediation and biosurfactants","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Debaryomyces hansenii; Dilution; Effluent; Halotolerance; Bioreactor; Chemistry; Dodecane; Biodegradation; Wastewater; Chromatography; Yeast; Substrate (aquarium); Environmental engineering; Salinity; Environmental science; Biology; Nuclear chemistry; Ecology; Biochemistry; Organic chemistry","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000501109,0.000196417,0.0002035412,0.0001150632,0.0001657213,0.0000399452,0.000115499,0.00008406627,0.0008584338],"category_scores_gemma":[0.00002453095,0.0001316916,0.00005660075,0.00009141905,0.0001367483,0.0001315386,0.0001142479,0.0001589806,0.0008741805],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002499685,"about_ca_system_score_gemma":0.000003019132,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002584672,"about_ca_topic_score_gemma":0.00001276119,"domain_scores_codex":[0.9984213,0.0001134283,0.000392224,0.0002991886,0.0003990681,0.0003748529],"domain_scores_gemma":[0.999528,0.0000818666,0.0001296197,0.0001300487,0.000003550915,0.0001269016],"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":[0.0001006562,0.000158006,0.05796383,0.00001304655,0.00001527951,0.0000267558,0.00132681,0.004911977,0.9299916,0.000002091982,0.00183929,0.003650669],"study_design_scores_gemma":[0.001282146,0.0003687016,0.1882915,0.00009970002,0.00001901693,0.00003134698,0.0001240445,0.0006337831,0.7998324,0.0001238021,0.009049745,0.0001438139],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984444,0.00002341603,0.00001965665,0.0004637275,0.0001276344,0.0001780737,0.00001186513,0.00001547398,0.000715686],"genre_scores_gemma":[0.9972112,0.0006257224,0.00005699595,0.0001643828,0.0000394688,0.000004973346,0.00003862198,0.0000154774,0.001843205],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1303277,"threshold_uncertainty_score":0.9999037,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01108695857384917,"score_gpt":0.2105792809868562,"score_spread":0.199492322413007,"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."}}