{"id":"W3034474818","doi":"10.3390/insects11060362","title":"Proceedings of the 2020 American Bee Research Conference","year":2020,"lang":"en","type":"article","venue":"Insects","topic":"Insect and Pesticide Research","field":"Agricultural and Biological Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Biology; Library science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003130806,0.0008812307,0.0003657199,0.001618393,0.001742489,0.00410453,0.0008908678,0.001476768,0.09724634],"category_scores_gemma":[0.001694188,0.0002195301,0.0004703108,0.001048519,0.0003937886,0.0009223875,0.001573905,0.00152755,0.04492768],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002471738,"about_ca_system_score_gemma":0.005015907,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008664109,"about_ca_topic_score_gemma":0.02325148,"domain_scores_codex":[0.998463,0.0001903545,0.00006039189,0.0001237062,0.0009661905,0.0001964981],"domain_scores_gemma":[0.997623,0.0001238553,0.00006331511,0.00005745696,0.001428667,0.0007037287],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001217211,0.00009000187,0.0003365815,0.0001266055,0.000007566434,0.00008255587,0.00007172681,0.00008581538,0.00114042,0.001577465,0.9430121,0.05334749],"study_design_scores_gemma":[0.000004197761,0.00002416154,0.0009972741,0.0000544168,0.000003420909,0.00002628029,0.00007416198,0.00004482966,0.0002494477,0.0002322688,0.9982844,0.000005163818],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.009346861,0.03661439,0.001902463,0.02838206,0.08597442,0.0004091793,0.0043246,0.000465595,0.8325804],"genre_scores_gemma":[0.02398815,0.01951686,0.002362034,0.00415033,0.01071552,0.0002833794,0.007716326,0.0002175941,0.9310499],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.09724634,"threshold_uncertainty_score":0.3253214,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1200276933258143,"score_gpt":0.3175648420987713,"score_spread":0.197537148772957,"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."}}