{"id":"W1999766305","doi":"10.1080/00986445.2013.819351","title":"APPLICATION OF POWER LAW LOGISTIC MODEL TO GROWTH KINETICS OF<i>BACILLUS LICHENIFORMIS</i>MS3 ON A WATER-INSOLUBLE SUBSTRATE","year":2013,"lang":"en","type":"article","venue":"Chemical Engineering Communications","topic":"Microbial bioremediation and biosurfactants","field":"Environmental Science","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Bacillus licheniformis; Chemistry; Decane; Biodegradation; Hydrocarbon; Substrate (aquarium); Population; Chromatography; Mass transfer; Kinetics; Bacterial growth; Chemical engineering; Bacteria; Organic chemistry; Ecology; Biology","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":[0.00006050368,0.0001067873,0.0001312365,0.00002530169,0.00002184779,0.000009136524,0.000562727,0.00007256532,0.00009743901],"category_scores_gemma":[0.00004328445,0.00009012732,0.00004135719,0.0001555465,0.0001251479,0.00006034378,0.0002483693,0.000108277,0.0002432651],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006640857,"about_ca_system_score_gemma":0.00000303386,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001591016,"about_ca_topic_score_gemma":0.000006530263,"domain_scores_codex":[0.9992753,0.000007341011,0.0002854275,0.0001349815,0.0001331388,0.0001638229],"domain_scores_gemma":[0.999069,0.00004548663,0.00005317137,0.0006912918,0.0000395302,0.000101541],"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":[0.00000289995,0.0001126176,0.00005861039,0.00001095763,0.000004405818,1.771887e-8,0.0001214195,0.0103199,0.9870085,0.002139924,0.0001263417,0.00009443157],"study_design_scores_gemma":[0.0001131271,0.00002778142,0.0003936962,0.00001119138,0.00000651889,4.771131e-7,0.000005219532,0.05161647,0.9469271,0.0002047343,0.0005766058,0.0001170277],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9710481,0.00001344328,0.01924017,0.0009685297,0.00002860301,0.0004863654,0.00003941424,0.00007662401,0.008098741],"genre_scores_gemma":[0.9868128,0.000007522097,0.01293652,0.0001284676,0.000003795605,0.00002896759,0.00004250044,0.00001169672,0.00002771313],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04129657,"threshold_uncertainty_score":0.3675285,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01636012774732692,"score_gpt":0.2164452122017595,"score_spread":0.2000850844544326,"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."}}