{"id":"W4402128041","doi":"10.1080/00218839.2024.2380425","title":"Standard methods for European foulbrood research 2.0","year":2024,"lang":"en","type":"article","venue":"Journal of Apicultural Research","topic":"Insect and Pesticide Research","field":"Agricultural and Biological Sciences","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Biology; European union; European commission; Biotechnology; International trade","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.0136302,0.0046337,0.004290762,0.01349261,0.003295358,0.004538253,0.005560243,0.003807011,0.1090508],"category_scores_gemma":[0.0165092,0.003017789,0.004290589,0.007501675,0.003044255,0.003174191,0.003971372,0.007761175,0.109548],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001342033,"about_ca_system_score_gemma":0.005567902,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001323783,"about_ca_topic_score_gemma":0.002174496,"domain_scores_codex":[0.9846597,0.00351938,0.002371233,0.003818398,0.004416009,0.001215356],"domain_scores_gemma":[0.9871825,0.002616286,0.000887497,0.004856758,0.003968506,0.0004884261],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.003194157,0.001303187,0.004209738,0.008500038,0.0007251826,0.001988741,0.002031536,0.001633798,0.373748,0.02002562,0.1569373,0.4257027],"study_design_scores_gemma":[0.0002585204,0.0006573839,0.005388736,0.001791476,0.0003482756,0.001981909,0.0002866187,0.002193844,0.139989,0.006826349,0.8400075,0.0002704083],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.007658468,0.006542425,0.8767529,0.0008082708,0.00285382,0.009249499,0.02464573,0.03637241,0.03511643],"genre_scores_gemma":[0.0131585,0.006333434,0.8303631,0.0009455991,0.0003580045,0.03013539,0.04639642,0.01696071,0.05534882],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.1090508,"threshold_uncertainty_score":0.3648114,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3871113930750236,"score_gpt":0.5723790724095742,"score_spread":0.1852676793345506,"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."}}