{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001249382,0.000254839,0.0002409774,0.0003161315,0.0003357606,0.0005409569,0.0001843068,0.0003100091,0.0002429197],"category_scores_gemma":[0.0001109288,0.0001434478,0.0002021377,0.0003128794,0.0001735865,0.0002380344,0.0002318701,0.0001491351,0.0001101891],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005091784,"about_ca_system_score_gemma":0.0005518855,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04107933,"about_ca_topic_score_gemma":0.04744169,"domain_scores_codex":[0.9998884,0.00001073626,0.00001003185,0.00002621031,0.00004194628,0.00002265447],"domain_scores_gemma":[0.9999486,0.000005182355,0.00001848184,0.000001746232,0.00002048131,0.000005494049],"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":[0.0003609901,0.0000777917,0.1436431,0.0002642408,0.00009582057,0.001311245,0.001232171,0.001516057,0.8290304,0.0001437428,0.0001397116,0.02218469],"study_design_scores_gemma":[0.00003185563,0.0004288571,0.7261681,0.00006432215,0.0001402098,0.001048063,0.00520299,0.008570891,0.2535257,0.0001259041,0.004640776,0.00005228506],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994037,0.0001148071,0.0001279671,0.00001587387,0.00000165383,0.00000299931,0.00004800859,0.00000217707,0.0002828932],"genre_scores_gemma":[0.9984988,0.0002115784,0.0004830874,0.00002139264,0.000002111732,0.000004162177,0.0001150631,0.000001988926,0.00066182],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04107933,"threshold_uncertainty_score":0.08168048,"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."}}