{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001376233,0.0002297647,0.0002534557,0.00004638177,0.0001669819,0.0001585873,0.0001516191,0.0001016821,0.0001301428],"category_scores_gemma":[0.000009438108,0.00009313266,0.00005752502,0.0003786197,0.0001016303,0.00009230594,0.00007986884,0.0002115939,0.00004051204],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006282972,"about_ca_system_score_gemma":0.00002440349,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006135038,"about_ca_topic_score_gemma":0.000212343,"domain_scores_codex":[0.9988596,0.00008193878,0.0001361784,0.0004183906,0.0001364942,0.0003674243],"domain_scores_gemma":[0.9994521,0.0003096259,0.00004453594,0.00007543617,0.00003483351,0.00008350271],"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":[0.0001030133,0.0001257717,0.001261174,0.0002593966,0.00007875123,0.0000595842,0.0001434859,0.00000138802,0.9685556,0.0000537456,0.0001036872,0.02925441],"study_design_scores_gemma":[0.0002425603,0.0009124521,0.01079587,0.0003840525,0.00005317218,0.00003186908,0.00002607251,0.00003320976,0.9869317,0.0000383611,0.000351537,0.0001991885],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982233,0.0002582661,0.000009082026,0.0006505238,0.0000896638,0.0004524657,0.00004527855,0.00007603842,0.0001953655],"genre_scores_gemma":[0.9991793,0.000171268,0.0001927989,0.00005494161,0.0001100249,0.000005921973,0.00001711109,0.000005522953,0.00026312],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02905522,"threshold_uncertainty_score":0.379784,"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."}}