{"id":"W4385986784","doi":"10.5772/intechopen.1002449","title":"Simple Is Better When Appropriate: An Innovative Approach to Biowaste Treatment Using Wild Black Soldier Fly","year":2023,"lang":"en","type":"book-chapter","venue":"IntechOpen eBooks","topic":"Insect Utilization and Effects","field":"Agricultural and Biological Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Calgary","keywords":"Panacea (medicine); Context (archaeology); Dialog box; Acknowledgement; Engineering; Simple (philosophy); Waste management; Computer science; Computer security; Geography; World Wide Web","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":[0.0001515458,0.0003292965,0.0001353458,0.0002844179,0.0005961182,0.001338256,0.0005562368,0.0005295514,0.003935628],"category_scores_gemma":[0.00007683262,0.00009880709,0.0002703675,0.0002740222,0.0005353009,0.0008507245,0.0005792801,0.0007666043,0.00110318],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006885352,"about_ca_system_score_gemma":0.0004734748,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002062748,"about_ca_topic_score_gemma":0.01466883,"domain_scores_codex":[0.9999343,0.00001081656,0.000001778742,0.00001627976,0.00002970704,0.000007131321],"domain_scores_gemma":[0.9999825,0.000006178831,0.000002097878,0.000001510292,0.000003769034,0.000003889113],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00007434494,0.0004509208,0.000790022,0.00124306,0.00002770197,0.001745634,0.009614429,0.001210209,0.2280384,0.06877781,0.02793512,0.6600923],"study_design_scores_gemma":[0.00001862818,0.0005441224,0.002824439,0.0004607213,0.00005605052,0.002323283,0.006210524,0.003569631,0.07981124,0.01432079,0.8898104,0.00005013701],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2669565,0.0426011,0.1262452,0.01203059,0.001316063,0.0007365104,0.0002940001,0.0007469695,0.549073],"genre_scores_gemma":[0.230273,0.03344041,0.1792378,0.00301717,0.0001642471,0.0003020068,0.000274523,0.000190113,0.5531008],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003935628,"threshold_uncertainty_score":0.01316601,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09003057714067834,"score_gpt":0.2709378012713463,"score_spread":0.1809072241306679,"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."}}