{"id":"W2903314992","doi":"10.7717/peerj.5885","title":"Effects of waste stream combinations from brewing industry on performance of Black Soldier Fly, <i>Hermetia illucens</i> (Diptera: Stratiomyidae)","year":2018,"lang":"en","type":"article","venue":"PeerJ","topic":"Insect Utilization and Effects","field":"Agricultural and Biological Sciences","cited_by":79,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Sociale en Geesteswetenschappen, NWO; Australian Centre for International Agricultural Research; Bundesministerium für Wirtschaftliche Zusammenarbeit und Entwicklung; Direktion für Entwicklung und Zusammenarbeit; Styrelsen för Internationellt Utvecklingssamarbete; Nederlandse Organisatie voor Wetenschappelijk Onderzoek; International Development Research Centre","keywords":"Hermetia illucens; Brewing; Environmental science; Toxicology; Waste management; Biology; Ecology; Food science; Engineering; Larva","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001581111,0.000481875,0.0003393699,0.0002661818,0.000283096,0.0007289248,0.0002280024,0.000258741,0.001029726],"category_scores_gemma":[0.000303372,0.0001565274,0.0003032696,0.0002087829,0.000189263,0.0002759981,0.0003580502,0.0005075812,0.0001403682],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003770688,"about_ca_system_score_gemma":0.0003041415,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002825704,"about_ca_topic_score_gemma":0.009903696,"domain_scores_codex":[0.9998226,0.00003008459,0.00001915619,0.00004734154,0.00004515044,0.00003563803],"domain_scores_gemma":[0.9996426,0.00005329982,0.0001228013,0.00001056249,0.00005435448,0.0001163429],"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":[0.007058028,0.001116083,0.02146069,0.00050189,0.0001722465,0.0002094595,0.0001998899,0.0003094695,0.9561719,0.00003620852,0.0001378589,0.01262633],"study_design_scores_gemma":[0.0001056313,0.02814081,0.5375698,0.0001203668,0.000451812,0.0002434165,0.0008801358,0.001126841,0.4286377,0.00008992491,0.002581697,0.00005180329],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993572,0.0003209124,0.00003509117,0.00001164107,0.000006153564,0.000004950316,0.0001090255,0.000002898289,0.0001521579],"genre_scores_gemma":[0.9975572,0.0004678798,0.0003760443,0.00005179612,0.000006025127,0.00001492235,0.0004101263,0.000006329961,0.001109667],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002825704,"threshold_uncertainty_score":0.005618453,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.011321961432308,"score_gpt":0.2113049990732295,"score_spread":0.1999830376409215,"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."}}