{"id":"W4328108917","doi":"10.3390/insects14030301","title":"Observation of Genetic Gain with Instrumental Insemination of Honeybee Queens","year":2023,"lang":"en","type":"article","venue":"Insects","topic":"Plant and animal studies","field":"Agricultural and Biological Sciences","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre de Développement du Porc du Québec; Centre de Recherche en Sciences Animales de Deschambault; Université Laval","funders":"Natural Sciences and Engineering Research Council of Canada; Genome Canada","keywords":"Biology; Insemination; Genetics; Genetic gain; Instrumental variable; Evolutionary biology; Zoology; Biotechnology; Genetic variation; Statistics; Pregnancy; Gene","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00004565922,0.00004300769,0.00007683489,0.000009765419,0.0000365401,0.000003537308,0.00004931817,0.00002241752,0.00001264247],"category_scores_gemma":[0.00001282232,0.00001572805,0.00001709331,0.0003107457,0.00003012499,0.00003647353,0.00002094549,0.00001932131,0.000005152366],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000005367643,"about_ca_system_score_gemma":0.000002789773,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002971388,"about_ca_topic_score_gemma":0.001177374,"domain_scores_codex":[0.9996382,0.0000120468,0.00009522741,0.00007003404,0.0001104828,0.00007400256],"domain_scores_gemma":[0.9998304,0.00005307529,0.00006362339,0.000008356733,0.00003179868,0.00001270205],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0000235817,0.00002302216,0.2711752,0.00001078847,0.000007193291,0.000002046538,0.0001472709,0.000007734027,0.709362,0.00008476451,0.0001641228,0.01899232],"study_design_scores_gemma":[0.00006667736,0.0002643375,0.9616257,0.00002751412,0.000003183742,0.00000106113,0.0001695504,0.00007088314,0.0374938,0.00008479149,0.0001526059,0.00003990431],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994035,0.00002877639,6.650243e-7,0.0001233779,0.00001386123,0.00006117116,0.00002615587,0.00002233923,0.0003200987],"genre_scores_gemma":[0.9997608,0.00005800633,0.000039241,0.00001733912,0.00002676782,0.000003535376,0.0000261631,3.013374e-7,0.00006784968],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6904505,"threshold_uncertainty_score":0.06570022,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.050973356988993,"score_gpt":0.2038343828457631,"score_spread":0.1528610258567701,"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."}}