{"id":"W2121231969","doi":"10.1002/cjce.5450840311","title":"Mass Transfer and Bioremediation of Naphthalene and Methyl Naphthalenes in Baffled and Bead Mill Bioreactors","year":2006,"lang":"en","type":"article","venue":"The Canadian Journal of Chemical Engineering","topic":"Microbial bioremediation and biosurfactants","field":"Environmental Science","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"Environment and Climate Change Canada; University of Saskatchewan","funders":"","keywords":"Bioremediation; Bioreactor; Naphthalene; Dissolution; Mass transfer; Chemistry; Pseudomonas putida; Baffle; Volume (thermodynamics); Chromatography; Mass transfer coefficient; Biodegradation; Chemical engineering; Organic chemistry; Contamination; Thermodynamics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0008910435,0.0008765712,0.0009312654,0.0003836842,0.000372467,0.00102426,0.0006593867,0.0005892141,0.000331896],"category_scores_gemma":[0.0008209899,0.000296682,0.0006041304,0.0003951604,0.0004000617,0.0006131031,0.0004742797,0.0006243995,0.000323895],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000964475,"about_ca_system_score_gemma":0.0006241564,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008298079,"about_ca_topic_score_gemma":0.005478924,"domain_scores_codex":[0.9988018,0.0002929913,0.0001068608,0.0001984052,0.0004346622,0.0001652658],"domain_scores_gemma":[0.9995019,0.0001752587,0.0001077963,0.00004510993,0.00009458707,0.00007524645],"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":[0.0001240113,0.0000337303,0.0002492475,0.00003816808,0.00001103181,0.00002623539,0.00003833515,0.0002805365,0.9981959,0.00002919025,0.000008555818,0.000964928],"study_design_scores_gemma":[0.00001465851,0.0003194702,0.001345361,0.000002851783,0.00001933141,0.00003577816,0.00003402271,0.00207174,0.9958721,0.00001761799,0.0002583511,0.000008756992],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9932198,0.0005771847,0.005565316,0.00007176298,0.00001962637,0.00004023186,0.0001142263,0.00006964587,0.0003221643],"genre_scores_gemma":[0.9877966,0.0008789066,0.009106401,0.00002600744,0.00001735177,0.00005233724,0.0002842444,0.00003052338,0.001807656],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008298079,"threshold_uncertainty_score":0.01649952,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004255687227501765,"score_gpt":0.1589520731317108,"score_spread":0.154696385904209,"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."}}