{"id":"W2892861319","doi":"10.1002/ep.13000","title":"Hydrolysis of oils in the Wadi Hanifah River in Saudi Arabia by free and immobilized <i>Staphylococcus aureus</i> ALA1 lipase","year":2018,"lang":"en","type":"article","venue":"Environmental Progress & Sustainable Energy","topic":"Enzyme Catalysis and Immobilization","field":"Biochemistry, Genetics and Molecular Biology","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Cégep de Rivière-du-Loup","funders":"King Saud University","keywords":"Lipase; Chemistry; Chromatography; Hydrolysis; Wastewater; Incubation; Immobilized enzyme; Bioremediation; Adsorption; Enzyme; Biodegradation; Enzyme assay; Biochemistry; Organic chemistry; Biology; Contamination; Environmental engineering; Environmental science; Ecology","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":[0.0003170755,0.0002165793,0.0002313622,0.00008277771,0.0000861469,0.0000304199,0.0003333887,0.0001508914,0.0000330306],"category_scores_gemma":[0.00003724033,0.0001778664,0.00007471311,0.0002068318,0.0006418959,0.00002311924,0.0002864496,0.00008143677,0.00000112356],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005654475,"about_ca_system_score_gemma":0.00002286022,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003217968,"about_ca_topic_score_gemma":0.0001001454,"domain_scores_codex":[0.9984551,0.0001434654,0.0003359523,0.0004669831,0.0001995437,0.000398924],"domain_scores_gemma":[0.9991887,0.00001719075,0.0001386459,0.0005799994,0.00001726131,0.00005824549],"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":[0.0002432327,0.0008540747,0.02381341,0.00005883689,0.0000666624,0.00003381134,0.0005252493,0.0001239053,0.9678916,0.000266827,0.002923772,0.003198668],"study_design_scores_gemma":[0.002145302,0.0006850867,0.006909524,0.00002053887,0.00004432476,0.000005503973,0.001811308,0.000179431,0.9435565,0.0004194611,0.04386464,0.0003583199],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9915264,0.007692677,0.00007681982,0.0001021344,0.00001972401,0.0002464919,0.00002538316,0.000004477129,0.0003059227],"genre_scores_gemma":[0.9977075,0.0007580328,0.0000587204,0.000197492,0.00006369377,0.0001470441,0.000323168,0.00002518221,0.0007191619],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04094087,"threshold_uncertainty_score":0.7253183,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.002399870194737607,"score_gpt":0.1929682325288558,"score_spread":0.1905683623341182,"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."}}