{"id":"W4401118489","doi":"10.3390/insects15080578","title":"1H NMR Profiling of Honey Bee Brains across Varying Ages and Seasons","year":2024,"lang":"en","type":"article","venue":"Insects","topic":"Plant and animal studies","field":"Agricultural and Biological Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Biology; Honey bee; Honey Bees; Profiling (computer programming); Swarming (honey bee); Zoology; Botany; Ecology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008573022,0.00006909897,0.00009941233,0.000004123332,0.0001448144,0.00005725558,0.00005921304,0.00003532568,0.00001329493],"category_scores_gemma":[0.00002905723,0.00002468779,0.00003409745,0.000141022,0.00004889538,0.00006770377,0.00007579684,0.00006230592,0.000007389275],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000004159267,"about_ca_system_score_gemma":0.000002762916,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001500336,"about_ca_topic_score_gemma":0.0008033263,"domain_scores_codex":[0.9995355,0.00001245123,0.00006574531,0.0001476643,0.00007761777,0.0001610142],"domain_scores_gemma":[0.9997567,0.0001709701,0.00001676294,0.000007127363,0.00001413897,0.0000342938],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.000007056609,0.00001076001,0.02356217,0.00003858944,0.00001573574,0.00001972402,0.0003528553,4.826945e-7,0.9577237,0.0002925939,0.0003192158,0.01765705],"study_design_scores_gemma":[0.0001122536,0.0002987644,0.9018857,0.0003026146,0.00001816219,0.00003051722,0.0005569762,0.0002574137,0.08844526,0.0006220166,0.007191101,0.0002792101],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9954811,0.003080885,4.776082e-7,0.0005532147,0.00003751257,0.00005950518,0.0001023636,0.00006450155,0.0006203972],"genre_scores_gemma":[0.9993557,0.0002385778,0.00003342358,0.00005903769,0.0001415307,0.000003552224,0.000007017128,5.09709e-7,0.00016065],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8783236,"threshold_uncertainty_score":0.111381,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05499249016067109,"score_gpt":0.2560168545644821,"score_spread":0.2010243644038111,"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."}}