{"id":"W2102969900","doi":"10.3896/ibra.1.52.4.20","title":"Standard methods for tracheal mite research","year":2013,"lang":"en","type":"article","venue":"Journal of Apicultural Research","topic":"Insect and Pesticide Research","field":"Agricultural and Biological Sciences","cited_by":57,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Biology; Mite; Honey bee; Acari; Obligate; Infestation; Honey Bees; Zoology; Ecology; Botany","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":[0.007757805,0.005337906,0.003330894,0.01157233,0.004200702,0.002372143,0.005161312,0.002685243,0.1283353],"category_scores_gemma":[0.008581209,0.002564859,0.003238068,0.005898023,0.002246722,0.002395432,0.002730953,0.005924466,0.1210024],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009906329,"about_ca_system_score_gemma":0.004276606,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001523603,"about_ca_topic_score_gemma":0.005023549,"domain_scores_codex":[0.9877301,0.001841229,0.001829512,0.003514723,0.003989998,0.001094396],"domain_scores_gemma":[0.9885998,0.00198606,0.000728226,0.003995321,0.004236521,0.0004542411],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001387412,0.001705686,0.00489138,0.006028446,0.0004920863,0.002122588,0.001577588,0.001593439,0.5611109,0.01316568,0.1080706,0.2978542],"study_design_scores_gemma":[0.0003029692,0.0009695958,0.007022536,0.001909224,0.0004052125,0.002314558,0.0004563759,0.003534473,0.1862612,0.006457598,0.79008,0.0002863687],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.01019028,0.004423164,0.8558803,0.0008129359,0.003373532,0.01774027,0.02775415,0.02672833,0.05309721],"genre_scores_gemma":[0.01379921,0.005193813,0.8214677,0.001000563,0.0004330413,0.04167994,0.03890752,0.007370199,0.07014805],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.1283353,"threshold_uncertainty_score":0.4293245,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3773436769125757,"score_gpt":0.5622006945807264,"score_spread":0.1848570176681507,"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."}}