{"id":"W4399382718","doi":"10.3390/microorganisms12061154","title":"Managing Microbiota Activity of Apis mellifera with Probiotic (Bactocell®) and Antimicrobial (Fumidil B®) Treatments: Effects on Spring Colony Strength","year":2024,"lang":"en","type":"article","venue":"Microorganisms","topic":"Insect and Pesticide Research","field":"Agricultural and Biological Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre de Recherche en Sciences Animales de Deschambault; Université Laval","funders":"Agriculture and Agri-Food Canada; Ministère de l'Agriculture, des Pêcheries et de l'Alimentation","keywords":"Probiotic; Brood; Antimicrobial; Biology; Dysbiosis; Microbiology; Food science; Gut flora; Ecology; Bacteria; Immunology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001620563,0.0004416662,0.0004637712,0.000209185,0.0002666962,0.0004832061,0.0002124806,0.000283921,0.001548212],"category_scores_gemma":[0.0002220166,0.0001269063,0.0003294629,0.0001139229,0.0001602262,0.0002281092,0.0003100729,0.0006368861,0.0001953066],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002311745,"about_ca_system_score_gemma":0.0002930147,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001834146,"about_ca_topic_score_gemma":0.005332929,"domain_scores_codex":[0.999862,0.0000270921,0.000009924966,0.00003603734,0.00003181176,0.00003319345],"domain_scores_gemma":[0.9998562,0.00001957284,0.00004133179,0.00001115283,0.0000226197,0.0000490176],"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":[0.00192385,0.0006928891,0.001044499,0.0002614226,0.00003457727,0.00003601672,0.00007376379,0.00007742758,0.9836726,0.00001773839,0.00007308611,0.01209219],"study_design_scores_gemma":[0.0002438103,0.04666441,0.1287345,0.0001519255,0.0004398043,0.0002737114,0.0006782751,0.001226789,0.8133894,0.00009438612,0.008052438,0.00005050343],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981675,0.001023058,0.0002018903,0.0000654055,0.00001914108,0.00002955348,0.0001095254,0.00001419272,0.0003697106],"genre_scores_gemma":[0.9947608,0.001146207,0.001738596,0.000119138,0.00001306939,0.0000605727,0.0002076748,0.00001356435,0.001940364],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001834146,"threshold_uncertainty_score":0.005179226,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00888039229552383,"score_gpt":0.2108174431165235,"score_spread":0.2019370508209997,"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."}}