{"id":"W4399128836","doi":"10.1093/conphys/coae031","title":"Heat exposure limits pentose phosphate pathway activity in bumblebees","year":2024,"lang":"en","type":"article","venue":"Conservation Physiology","topic":"Plant and animal studies","field":"Agricultural and Biological Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; University of Toronto","funders":"University of Toronto Scarborough; Natural Sciences and Engineering Research Council of Canada; University of Toronto","keywords":"Pentose phosphate pathway; Biology; Pentose; Phosphate; Ecology; Biochemistry; Metabolism; Glycolysis","routes":{"ca_aff":true,"ca_fund":true,"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":[0.00006737749,0.0002569812,0.0002012349,0.0002840886,0.0003400735,0.0004288939,0.000177574,0.0003183508,0.001834913],"category_scores_gemma":[0.0002078234,0.0001450273,0.0001759646,0.0001291716,0.0001986576,0.0002519051,0.0002914165,0.0003764342,0.000158526],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003406598,"about_ca_system_score_gemma":0.00008130994,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003313811,"about_ca_topic_score_gemma":0.004139812,"domain_scores_codex":[0.9999362,0.000009862615,0.000003499028,0.00002424599,0.00001071983,0.00001550678],"domain_scores_gemma":[0.9998454,0.00002184478,0.00006547927,0.0000116121,0.00001556167,0.00004004375],"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":[0.0006015613,0.00008693945,0.02653154,0.00006884393,0.00002899169,0.00005783457,0.0001680399,0.0001105144,0.9675213,0.00003707323,0.0001298745,0.004657505],"study_design_scores_gemma":[0.00001506883,0.0007862721,0.9610535,0.00001935036,0.00003102973,0.0001347769,0.0002859505,0.0004929707,0.03574284,0.00009123869,0.00133309,0.00001392535],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990512,0.0003632155,0.0001388256,0.00003483821,0.000004092095,0.000005479824,0.0001662756,0.00001092931,0.0002251682],"genre_scores_gemma":[0.9989177,0.0001523541,0.0001955107,0.00004623207,0.000003615271,0.00001965988,0.0002352964,0.000003587993,0.000426077],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003313811,"threshold_uncertainty_score":0.006589055,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05444259942605235,"score_gpt":0.2287250846298449,"score_spread":0.1742824852037926,"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."}}