{"id":"W3028683196","doi":"10.1093/jee/toaa102","title":"Honey Bee Queen Production: Canadian Costing Case Study and Profitability Analysis","year":2020,"lang":"en","type":"article","venue":"Journal of Economic Entomology","topic":"Insect and Pesticide Research","field":"Agricultural and Biological Sciences","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University; Atlantic School of Theology; Agriculture and Agri-Food Canada; Lethbridge College; University of British Columbia","funders":"Genome Prairie; Alberta Agriculture and Forestry; Genome Alberta; Genome Canada; Ontario Genomics; Genome British Columbia","keywords":"Beekeeping; Biology; Queen (butterfly); Production (economics); Ecology; Hymenoptera; Economics","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":[0.0006812675,0.00006509834,0.0002439527,0.00004753377,0.0001264166,0.00003639001,0.0001051984,0.00004494136,0.0006233084],"category_scores_gemma":[0.0001896802,0.00002868705,0.00006689707,0.0001952122,0.00004605658,0.00009314135,0.00003172181,0.0001733956,0.000007206943],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000834166,"about_ca_system_score_gemma":0.00006810055,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1057087,"about_ca_topic_score_gemma":0.3475218,"domain_scores_codex":[0.9991381,0.0001689621,0.0003009683,0.0001608101,0.00004968864,0.0001814373],"domain_scores_gemma":[0.9993111,0.000150152,0.0001425574,0.0000240238,0.00008182928,0.0002903111],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004067768,0.00003804349,0.9910293,0.000004225555,0.000223817,0.001058884,0.000834474,0.00007829699,0.001336826,0.00002352231,0.0001865417,0.005145442],"study_design_scores_gemma":[0.0004953778,0.003445637,0.9748302,0.000005521896,0.0004727761,0.006339861,0.01133304,0.0007017354,0.0005052289,0.0004473852,0.001132497,0.0002908037],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9914449,0.00005198994,6.218181e-7,0.008127846,0.0001053502,0.0001394501,0.000007629134,0.000003560044,0.0001186541],"genre_scores_gemma":[0.9992538,0.000009140516,0.00002479634,0.0001151425,0.0005711459,0.000001819492,0.000001587524,4.553368e-7,0.0000221191],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2418131,"threshold_uncertainty_score":0.9002465,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05848206355982535,"score_gpt":0.2967833219287808,"score_spread":0.2383012583689555,"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."}}