{"id":"W2987890985","doi":"10.5337/2019.214","title":"Global experiences on waste processing with black soldier fly (Hermetia illucens): from technology to business","year":2019,"lang":"en","type":"report","venue":"","topic":"Insect Utilization and Effects","field":"Agricultural and Biological Sciences","cited_by":46,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke","funders":"Eidgenössische Anstalt für Wasserversorgung Abwasserreinigung und Gewässerschutz; University of Ghana; Sveriges Lantbruksuniversitet; Kungliga Tekniska Högskolan; University of Stirling; World Health Organization","keywords":"Hermetia illucens; Waste management; Business; Engineering; Ecology; Biology","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":[0.001133229,0.0007612798,0.0001528953,0.0005645464,0.001018224,0.001753716,0.0003100581,0.0006650077,0.00462927],"category_scores_gemma":[0.0004045336,0.00012469,0.0002762417,0.001311043,0.0006665206,0.001720677,0.001602393,0.0007426533,0.001249927],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008032722,"about_ca_system_score_gemma":0.0009264298,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003656735,"about_ca_topic_score_gemma":0.01151191,"domain_scores_codex":[0.9993973,0.0001237943,0.00001909732,0.00004840803,0.0002500003,0.0001614659],"domain_scores_gemma":[0.9996423,0.0000767687,0.00004665022,0.00003253512,0.0001185968,0.00008329119],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0009307868,0.002320796,0.05832982,0.003414314,0.00009502395,0.0168335,0.04858125,0.001553969,0.1040806,0.0172082,0.09731903,0.6493329],"study_design_scores_gemma":[0.0000157621,0.001416019,0.03845646,0.0004360854,0.00004854616,0.005278445,0.05184495,0.0001822862,0.04767942,0.00144664,0.8531387,0.00005663445],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.7228298,0.02155251,0.002984087,0.01279257,0.0004334575,0.0001509915,0.00111775,0.0001421831,0.2379967],"genre_scores_gemma":[0.754019,0.06646954,0.007296592,0.003429973,0.0003027525,0.00005616703,0.002987269,0.0002368395,0.1652019],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.00462927,"threshold_uncertainty_score":0.01548648,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02009257036197868,"score_gpt":0.2616146139882144,"score_spread":0.2415220436262357,"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."}}