{"id":"W6980279302","doi":"","title":"The Black Soldier Fly, Hermetia illucens Linnaeus (Diptera: Stratiomyidae): A Novel Approach to Combat Food Waste in Windsor-Essex.","year":2023,"lang":"en","type":"dissertation","venue":"Scholarship at UWindsor (University of Windsor)","topic":"Memory, Trauma, and Commemoration","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Hermetia illucens; Food waste; Biodegradable waste; Municipal solid waste; Green waste; Mechanical biological treatment; Waste treatment","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001796635,0.0009825013,0.001224005,0.001201801,0.001159366,0.000229751,0.002344012,0.001546745,0.0003735537],"category_scores_gemma":[0.0001751716,0.001080605,0.0006115227,0.002041854,0.00034604,0.0005995436,0.0003121923,0.002244442,0.001016709],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003754295,"about_ca_system_score_gemma":0.0003407466,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004662224,"about_ca_topic_score_gemma":0.01713781,"domain_scores_codex":[0.9940601,0.0007105336,0.0009797347,0.00169434,0.001223206,0.001332113],"domain_scores_gemma":[0.9957762,0.0004341192,0.0008873107,0.001879647,0.0005474943,0.000475251],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.03440852,0.01467616,0.08114421,0.005505566,0.01157382,0.0008668161,0.5626031,0.004286094,0.06425437,0.03668914,0.06758807,0.1164042],"study_design_scores_gemma":[0.00757871,0.001169648,0.7659839,0.00075452,0.0006283731,0.00002563312,0.211502,0.0003257379,0.001180144,0.0008104591,0.00775505,0.002285844],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9438995,0.0003798222,0.0001578851,0.0006106375,0.002296069,0.001915419,0.0003023836,0.000193469,0.05024483],"genre_scores_gemma":[0.9232547,0.00006837845,0.0004283178,0.0001698221,0.0003702274,0.00002757631,0.001910256,0.00020621,0.07356451],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6848397,"threshold_uncertainty_score":0.9997611,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04446329122881827,"score_gpt":0.2756732380820961,"score_spread":0.2312099468532778,"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."}}