{"id":"W4413678969","doi":"10.64628/aam.gmqkys9wq","title":"Mite versus mite: The search for an effective way to save honeybees","year":2019,"lang":"en","type":"preprint","venue":"","topic":"Insect and Pesticide Research","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Guelph","funders":"","keywords":"Mite; Toxicology; Biology; 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":[0.0002513411,0.000277253,0.0004659307,0.0002333373,0.0002718154,0.0008654939,0.0002727271,0.0009501431,0.00546274],"category_scores_gemma":[0.000445629,0.00007427883,0.0002198297,0.0001898204,0.0005413686,0.001613995,0.0003599885,0.0004891502,0.0005739724],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002346532,"about_ca_system_score_gemma":0.0002426716,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003997725,"about_ca_topic_score_gemma":0.001016851,"domain_scores_codex":[0.9999269,0.0000167887,0.000003214842,0.00002274106,0.0000197845,0.00001056542],"domain_scores_gemma":[0.9999129,0.00002924152,0.00001866148,0.000009852232,0.00001535416,0.00001394426],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00149892,0.000405313,0.01066446,0.002325608,0.0004002251,0.0007827393,0.0005457111,0.002790488,0.3718069,0.06249529,0.01542473,0.5308596],"study_design_scores_gemma":[0.0006058327,0.007916282,0.07170917,0.00170199,0.001294521,0.01034092,0.006048176,0.02172664,0.2655139,0.2240631,0.3889197,0.0001597732],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8121555,0.1103935,0.02362892,0.0278772,0.001055922,0.00006612531,0.0002793535,0.000126231,0.02441729],"genre_scores_gemma":[0.9208829,0.03714209,0.01515838,0.002403295,0.0004465872,0.00003955417,0.0001400259,0.0000429771,0.02374412],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00546274,"threshold_uncertainty_score":0.01827466,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08871349515453648,"score_gpt":0.3452750458823705,"score_spread":0.256561550727834,"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."}}