{"id":"W3156097328","doi":"10.11606/t.17.2020.tde-02122020-103821","title":"Cultivo de Mycothermus thermophilus e Trichoderma reesei RP698 em resíduos agroindustriais: consórcio microbiano no desenvolvimento de um coquetel enzimático para sacarificação de cana-de-açúcar","year":2020,"lang":"pt","type":"dissertation","venue":"","topic":"Biofuel production and bioconversion","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canarie","funders":"","keywords":"Trichoderma reesei; Horticulture; Physics; Chemistry; Biology; Enzyme","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":[0.0002885998,0.0005136384,0.0002926708,0.0002625117,0.0001698591,0.0004369931,0.0003170197,0.0003525509,0.000720623],"category_scores_gemma":[0.0001982226,0.0001396885,0.0003560918,0.0003147613,0.0001438418,0.0002564877,0.0003925567,0.0002854197,0.0002714725],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002220837,"about_ca_system_score_gemma":0.0002826979,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001844329,"about_ca_topic_score_gemma":0.003293047,"domain_scores_codex":[0.9997477,0.00003629987,0.00001546853,0.00005496008,0.00009565146,0.00004983888],"domain_scores_gemma":[0.9998952,0.00001491718,0.00002923925,0.000009249311,0.00002609554,0.00002534566],"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":[0.00004863829,0.00003057654,0.0001642681,0.0000421513,0.00000373472,0.00002690556,0.00001976095,0.00005551537,0.998412,0.00001442836,0.000006891557,0.001175151],"study_design_scores_gemma":[0.00001270271,0.0006687026,0.004329247,0.00001141885,0.00003486005,0.0001179989,0.0000995946,0.0007680366,0.9921618,0.00001741061,0.001769437,0.000008732359],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971308,0.0006061476,0.001071746,0.00003591433,0.00001393805,0.00003053963,0.00007665277,0.00003378798,0.0010005],"genre_scores_gemma":[0.9915316,0.0009156084,0.004103484,0.00002421704,0.000004914054,0.00003872734,0.0002824179,0.00001252292,0.003086441],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001844329,"threshold_uncertainty_score":0.003667235,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02549570299033852,"score_gpt":0.251351241778796,"score_spread":0.2258555387884575,"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."}}