{"id":"W2022828157","doi":"10.1016/j.procbio.2005.07.015","title":"Recent advances in downstream processing and formulations of Bacillus thuringiensis based biopesticides","year":2005,"lang":"en","type":"article","venue":"Process Biochemistry","topic":"Insect Resistance and Genetics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":282,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institut National de la Recherche Scientifique","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Biopesticide; Biochemical engineering; Downstream processing; Bacillus thuringiensis; Biotechnology; Wastewater; Environmental science; Pulp and paper industry; Pesticide; Biology; Environmental engineering; Engineering; Agronomy","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007887083,0.0001450146,0.0001345631,0.00004380404,0.00005130488,0.00001719316,0.0001105214,0.0001220067,0.00001001433],"category_scores_gemma":[0.00009520326,0.0001409541,0.00002835137,0.000166545,0.0001123376,0.00001054095,0.00003220266,0.00006282121,5.053132e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001582889,"about_ca_system_score_gemma":0.0001476605,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001192348,"about_ca_topic_score_gemma":0.00003487117,"domain_scores_codex":[0.9991345,0.00000746134,0.0002434195,0.0002937826,0.0001159303,0.0002049276],"domain_scores_gemma":[0.9995121,0.00000800667,0.000107538,0.0001700589,0.0001574542,0.00004480635],"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":[0.0001394684,0.0001642787,0.01500385,0.0006928886,0.00001008501,0.000001362929,0.00009858319,0.00165048,0.7416695,0.000009627736,0.00001931191,0.2405406],"study_design_scores_gemma":[0.0004384221,0.00004900206,0.001018989,0.00009807695,0.00001165927,0.000005848639,0.00009368622,0.00068333,0.9914825,0.00008726198,0.005849574,0.0001816418],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9678813,0.02990354,0.0004245731,0.0001193305,0.00001091014,0.00009236942,0.00001727021,0.000009488969,0.001541276],"genre_scores_gemma":[0.9939795,0.002846756,0.00288525,0.00007432612,0.00007487472,0.00002118765,0.00005466946,0.00001291111,0.00005059207],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2498131,"threshold_uncertainty_score":0.5747942,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006490587603661973,"score_gpt":0.261940570243596,"score_spread":0.255449982639934,"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."}}