{"id":"W4389450106","doi":"10.1093/jisesa/iead099","title":"Commercial probiotic formulas Bactocell and Levucell promote spring brood production in <i>Apis mellifera</i> L. (Hymenoptera: Apidae) colonies","year":2023,"lang":"en","type":"article","venue":"Journal of Insect Science","topic":"Insect and Pesticide Research","field":"Agricultural and Biological Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; Centre de Recherche en Sciences Animales de Deschambault","funders":"","keywords":"Biology; Brood; Honey bee; Probiotic; Beekeeping; Nosema; Pediococcus acidilactici; Pollinator; Apidae; Saccharomyces boulardii; Biotechnology; Spore; Microbiology; Botany; Hymenoptera; Pollination; Microsporidia; Pollen; Bacteria","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008264677,0.0003580296,0.0002641524,0.0001883287,0.0001956986,0.0002817307,0.000180426,0.0001724622,0.001038262],"category_scores_gemma":[0.0001664693,0.0001093828,0.0002991369,0.00008833939,0.0001100271,0.000174807,0.0002390469,0.0004025631,0.0001550044],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001530864,"about_ca_system_score_gemma":0.0001721339,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001526988,"about_ca_topic_score_gemma":0.003367765,"domain_scores_codex":[0.9999167,0.00001498174,0.00000877311,0.00001862754,0.00001996612,0.00002085837],"domain_scores_gemma":[0.9998423,0.00002058629,0.00005700586,0.000007918289,0.00001637633,0.00005584982],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00178307,0.000574375,0.00196242,0.0001251565,0.00002028542,0.00004923877,0.00006947728,0.00003626608,0.9864013,0.00001633084,0.00008883694,0.008873221],"study_design_scores_gemma":[0.0002140593,0.03434106,0.2471986,0.0000910027,0.0002578866,0.0002816159,0.0004737015,0.0009486436,0.7124436,0.00005485295,0.003670013,0.00002497977],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989705,0.0004376805,0.00009668853,0.00003201438,0.000009402701,0.0000129597,0.00005979551,0.00001559983,0.0003653144],"genre_scores_gemma":[0.9975613,0.0004383559,0.0006590713,0.00004934007,0.000006723209,0.00002026554,0.0001272915,0.000008843942,0.00112871],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001526988,"threshold_uncertainty_score":0.003473282,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04131188692817928,"score_gpt":0.2638202556498963,"score_spread":0.222508368721717,"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."}}