{"id":"W2112766005","doi":"10.1002/bit.20286","title":"Microplate‐based filter paper assay to measure total cellulase activity","year":2004,"lang":"en","type":"article","venue":"Biotechnology and Bioengineering","topic":"Biofuel production and bioconversion","field":"Engineering","cited_by":227,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"","keywords":"Cellulase; Filter paper; Trichoderma reesei; Chemical nomenclature; Chemistry; Chromatography; Filter (signal processing); Sample (material); Analytical Chemistry (journal); Enzyme; Biochemistry; Computer science; Organic chemistry","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":[0.002413944,0.00316701,0.002804821,0.002425228,0.0007891095,0.001156159,0.002939404,0.00157025,0.007575907],"category_scores_gemma":[0.001216021,0.0008571837,0.001587829,0.002673015,0.0005507087,0.001163233,0.000889192,0.004124634,0.006504051],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006554064,"about_ca_system_score_gemma":0.0007619787,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006330695,"about_ca_topic_score_gemma":0.0009615124,"domain_scores_codex":[0.9946197,0.000973483,0.0005585629,0.001207447,0.002370562,0.0002702823],"domain_scores_gemma":[0.9982669,0.0006020393,0.0001739277,0.0002773079,0.0005384226,0.0001413886],"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":[0.0001900554,0.0005428331,0.0004874782,0.0006493634,0.000131305,0.00003760588,0.000064942,0.0002955518,0.9755099,0.0007204186,0.002610963,0.01875955],"study_design_scores_gemma":[0.00006794827,0.0008458222,0.002448049,0.00004313592,0.0001268592,0.0002767654,0.00002585598,0.00614223,0.9746155,0.0004030936,0.01494993,0.00005479195],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.06238032,0.00722933,0.8987684,0.0005581215,0.001712039,0.001805575,0.005091364,0.007016787,0.01543809],"genre_scores_gemma":[0.1255985,0.01018575,0.8090472,0.0006764907,0.0005599177,0.006165771,0.0134057,0.0006021281,0.03375863],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.007575907,"threshold_uncertainty_score":0.02534389,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00867466311115165,"score_gpt":0.1796041311324715,"score_spread":0.1709294680213199,"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."}}