{"id":"W6524237","doi":"","title":"The Role of Black Soldier Fly, Hermetia illucens (L.) (Diptera: Stratiomyidae) in Sustainable Waste Management in Northern Climates","year":2012,"lang":"en","type":"article","venue":"Acta chirurgica Belgica","topic":"Insect Utilization and Effects","field":"Agricultural and Biological Sciences","cited_by":40,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Windsor","funders":"","keywords":"Hermetia illucens; Environmental science; Waste management; Food waste; Windsor; Engineering; Environmental 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":[0.0002205012,0.0001910784,0.0001661113,0.0003277386,0.0005324318,0.0003369893,0.00010379,0.0003994653,0.0007038094],"category_scores_gemma":[0.0009359376,0.00009852521,0.0001255429,0.0001990409,0.0003350213,0.000238897,0.0001762092,0.0001503363,0.0001402609],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002509819,"about_ca_system_score_gemma":0.0002335575,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001689177,"about_ca_topic_score_gemma":0.002744377,"domain_scores_codex":[0.9998822,0.00004158718,0.00001243781,0.0000113988,0.00001488618,0.00003749229],"domain_scores_gemma":[0.9996457,0.00009407437,0.0001526257,0.00001012359,0.00002213693,0.00007525669],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001473061,0.00004595807,0.9738849,0.00005909805,0.00002204018,0.008850778,0.0002513955,0.00007456942,0.001035561,0.00007021441,0.0002026957,0.01535548],"study_design_scores_gemma":[0.00001244317,0.0006244448,0.9361986,0.0000628941,0.00004305472,0.0596709,0.001334358,0.0002097868,0.0002902472,0.00008274435,0.001461694,0.000008900235],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995408,0.003693916,0.00006362394,0.00009301894,0.000007007333,0.000003751664,0.00002271164,0.000002717407,0.0007052486],"genre_scores_gemma":[0.9981353,0.001598903,0.00008933975,0.00003781898,0.00001841232,0.000001881301,0.00002534595,6.52909e-7,0.00009222177],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001689177,"threshold_uncertainty_score":0.003358722,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006846257213615016,"score_gpt":0.206357765535029,"score_spread":0.199511508321414,"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."}}