{"id":"W3184809060","doi":"10.1007/s43393-021-00043-x","title":"Biopesticide production using Bacillus thuringiensis kurstaki by valorization of starch industry wastewater and effluent from aerobic, anaerobic digestion","year":2021,"lang":"en","type":"article","venue":"Systems Microbiology and Biomanufacturing","topic":"Insect Resistance and Genetics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":12,"is_retracted":false,"has_abstract":false,"ca_institutions":"Centre Hospitalier de l’Université de Montréal; Institut National de la Recherche Scientifique","funders":"","keywords":"Biopesticide; Effluent; Wastewater; Anaerobic exercise; Fermentation; Food science; Starch; Pulp and paper industry; Chemistry; Biology; Waste management; Agronomy; Pesticide","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":[0.0001785423,0.0006331546,0.0004232893,0.0003962644,0.0001824734,0.0005085481,0.0001764203,0.0002036296,0.0003553336],"category_scores_gemma":[0.0001258545,0.0001677962,0.000511803,0.000417933,0.0001637958,0.0002626024,0.0003612061,0.0005138558,0.0002094839],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000210389,"about_ca_system_score_gemma":0.0003906832,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001091963,"about_ca_topic_score_gemma":0.001708091,"domain_scores_codex":[0.9998568,0.00001318441,0.00001874483,0.000024951,0.00005138782,0.00003491815],"domain_scores_gemma":[0.9999436,0.000007473002,0.00001722607,0.000005841032,0.00001286306,0.00001290495],"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":[0.00004014999,0.00002326855,0.0001977417,0.00001921308,0.000003675164,0.00003325306,0.000009068436,0.00009199853,0.9982044,0.00001857194,0.000008709892,0.001349995],"study_design_scores_gemma":[0.000006677205,0.0001701789,0.001831461,0.000005336707,0.00001590945,0.00006094598,0.00003159081,0.0003869465,0.9971734,0.00002179898,0.0002922172,0.000003511399],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966236,0.0003444539,0.001997647,0.00005272321,0.00002323515,0.00001698144,0.0001382114,0.00002923472,0.0007737296],"genre_scores_gemma":[0.9946233,0.000454109,0.00317817,0.00001976946,0.000006206159,0.00001351917,0.000318995,0.00001257206,0.001373346],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001091963,"threshold_uncertainty_score":0.002171218,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00978983171187914,"score_gpt":0.2187185958818795,"score_spread":0.2089287641700003,"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."}}