{"id":"W2893269831","doi":"10.1186/s13568-018-0683-3","title":"Lyoprotection and stabilization of laccase extract from Coriolus hirsutus, using selected additives","year":2018,"lang":"ca","type":"article","venue":"AMB Express","topic":"Enzyme-mediated dye degradation","field":"Agricultural and Biological Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Laccase; Mannitol; Glycerol; Sorbitol; Chemistry; Polyethylene glycol; Sucrose; PEG ratio; Dextran; Food science; Enzyme; Enzyme assay; Chromatography; Biochemistry","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0002830334,0.0008194885,0.0004394144,0.0001928169,0.0001247917,0.000355877,0.0002766341,0.0002884365,0.0005000265],"category_scores_gemma":[0.0002713651,0.0001145005,0.000364126,0.0002216752,0.0001768741,0.0002342555,0.0002944814,0.0003990274,0.0001506674],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002749767,"about_ca_system_score_gemma":0.0002240929,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000989377,"about_ca_topic_score_gemma":0.001470534,"domain_scores_codex":[0.9997702,0.00003054114,0.00002386972,0.00006146143,0.00006841861,0.00004551146],"domain_scores_gemma":[0.999855,0.00001196201,0.00004919325,0.00001862658,0.00004068106,0.00002445422],"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":[0.00002137839,0.000006725503,0.0000570691,0.00002412184,0.000002569549,0.00002011527,0.000005898574,0.00001863258,0.9994911,0.000003574879,0.000004196355,0.0003445395],"study_design_scores_gemma":[0.000005143683,0.0002275829,0.001828454,0.000003832561,0.000009353529,0.00007692569,0.00001208335,0.0001570527,0.9971649,0.000005544632,0.0005059574,0.000003084478],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9952685,0.001683929,0.002241686,0.00006401102,0.00003037702,0.00003303403,0.0002032569,0.0000845926,0.0003906322],"genre_scores_gemma":[0.994202,0.0006416317,0.002974032,0.00003596624,0.00001452058,0.00003310722,0.00060105,0.00003089263,0.001466796],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.000989377,"threshold_uncertainty_score":0.001995087,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02533824915550954,"score_gpt":0.2439514855582268,"score_spread":0.2186132364027173,"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."}}