{"id":"W4404523370","doi":"10.3390/insects15110905","title":"Evaluating the Influence of Different Artificial Diets on Apis mellifera L. Using Health Biomarkers and Performance Metrics","year":2024,"lang":"en","type":"article","venue":"Insects","topic":"Insect and Pesticide Research","field":"Agricultural and Biological Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"RUDN University","keywords":"Biology; Biotechnology","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":[0.0002217798,0.0004283173,0.0003847928,0.0002763623,0.0002774071,0.0005948322,0.000273817,0.0002343294,0.0006788135],"category_scores_gemma":[0.0004549144,0.0001759453,0.0003841699,0.0002696961,0.0002038759,0.0002926496,0.0003301678,0.0005234525,0.0001453044],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000418431,"about_ca_system_score_gemma":0.0002344884,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002366914,"about_ca_topic_score_gemma":0.005695137,"domain_scores_codex":[0.9997577,0.00004015162,0.00002649167,0.0000714474,0.00007096052,0.00003337352],"domain_scores_gemma":[0.9995582,0.00008726111,0.0001715381,0.00003184382,0.00007998332,0.00007122784],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.002244481,0.000869852,0.01519119,0.0005153302,0.0001384599,0.00009429106,0.0001505124,0.000481497,0.9644211,0.00004553916,0.0001639881,0.01568374],"study_design_scores_gemma":[0.0001038069,0.02784519,0.4790293,0.00009379128,0.0006393772,0.000210969,0.0007429213,0.003312913,0.481687,0.0001429485,0.00610375,0.00008806819],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985586,0.0004079056,0.0002734353,0.00004056393,0.00001546284,0.00002529545,0.000376765,0.00001289046,0.0002891815],"genre_scores_gemma":[0.9935959,0.0007661159,0.002683888,0.0001684738,0.00001032023,0.0001201985,0.0009092609,0.0000208827,0.001724927],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002366914,"threshold_uncertainty_score":0.004706264,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1713633883493842,"score_gpt":0.3829289377869908,"score_spread":0.2115655494376066,"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."}}