{"id":"W4415439101","doi":"10.21083/jeso.v146i0.3696","title":"The historical spread of the Black Soldier Fly, <i>Hermetia illucens</i> (L.) (Diptera, Stratiomyidae, Hermetiinae), and its establishment in Canada","year":2015,"lang":"","type":"article","venue":"The Journal of the Entomological Society of Ontario","topic":"Insect Utilization and Effects","field":"Agricultural and Biological Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"University of Guelph","keywords":"Government (linguistics); Work (physics); Agency (philosophy); Indigenous; Identification (biology)","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003731303,0.0003948184,0.0007227376,0.00001272337,0.0006394667,0.00008881385,0.001816968,0.0002851157,0.0002930835],"category_scores_gemma":[0.0004594214,0.0001094223,0.0006345485,0.000666175,0.0008041069,0.000176887,0.0006121977,0.0009995271,0.000001623332],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003299908,"about_ca_system_score_gemma":0.001613915,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.445683,"about_ca_topic_score_gemma":0.9211867,"domain_scores_codex":[0.9947886,0.001460559,0.001300926,0.0002709831,0.00153483,0.0006440547],"domain_scores_gemma":[0.9963691,0.001012334,0.001503555,0.0002786854,0.0005509049,0.0002854738],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005401678,0.004605476,0.3376958,0.0003635875,0.002410042,0.00008303908,0.07847609,0.01270486,0.2255559,0.006334692,0.2889422,0.03742668],"study_design_scores_gemma":[0.001378656,0.001395236,0.9146415,0.0002540139,0.0003174448,0.0001250215,0.00182853,0.001101934,0.002724373,0.001431976,0.07440715,0.0003941417],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9801453,0.003676593,0.000004229387,0.01340163,0.001375696,0.0005859912,0.00001532226,0.000003513896,0.0007916921],"genre_scores_gemma":[0.9942077,0.0009816458,0.00003385403,0.0007274433,0.0002070204,0.000003028336,0.000001205022,0.000004135402,0.003833998],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5769457,"threshold_uncertainty_score":0.8629144,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02478920814312197,"score_gpt":0.2068280806913927,"score_spread":0.1820388725482708,"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."}}