{"id":"W2605240093","doi":"10.4039/tce.2015.23","title":"Occurrence, detection, and quantification of economically important viruses in healthy and unhealthy honey bee (Hymenoptera: Apidae) colonies in Canada","year":2015,"lang":"en","type":"article","venue":"The Canadian Entomologist","topic":"Insect and Pesticide Research","field":"Agricultural and Biological Sciences","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"Agriculture and Agri-Food Canada; University of Manitoba","funders":"","keywords":"Deformed wing virus; Biology; Virus; Honey bee; Virology; Apidae; Hymenoptera; Polymerase chain reaction; Zoology; Gene; Genetics","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":[0.0002171803,0.0003597315,0.0002331799,0.00147805,0.00158825,0.0008802158,0.000567766,0.0002472037,0.0006488127],"category_scores_gemma":[0.0005072503,0.0002837865,0.0001897836,0.001418191,0.0008515019,0.0002176357,0.0004456452,0.0002790412,0.000105391],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008930583,"about_ca_system_score_gemma":0.004840788,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9590712,"about_ca_topic_score_gemma":0.9880227,"domain_scores_codex":[0.9996095,0.00001502928,0.00001373727,0.00006233065,0.0001801742,0.0001192728],"domain_scores_gemma":[0.9990067,0.00004876008,0.0001758658,0.00002452891,0.0004786781,0.0002654729],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000178013,0.00002966564,0.9708493,0.00005046873,0.00004127277,0.0002718082,0.001503416,0.0001095816,0.02061263,0.00005117118,0.000305323,0.005997304],"study_design_scores_gemma":[0.000001514842,0.00002436093,0.9977255,0.000005985821,0.000008592187,0.00007124535,0.0009491217,0.0001042966,0.0006722778,0.000005000768,0.0004278061,0.000004260244],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979863,0.0003255344,0.00009436064,0.00002247229,0.000002812214,0.00002220834,0.0007525755,0.000006863183,0.0007866927],"genre_scores_gemma":[0.9977041,0.0003213185,0.0004249015,0.00003925649,0.000001258294,0.00001019372,0.0007844537,0.000003392382,0.0007111704],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04092884,"threshold_uncertainty_score":0.0823397,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06186447876965304,"score_gpt":0.2732327127686329,"score_spread":0.2113682339989799,"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."}}