{"id":"W4308019505","doi":"10.1111/een.13201","title":"A test of the competitive ability–cold tolerance trade‐off hypothesis in seasonally breeding beetles","year":2022,"lang":"en","type":"article","venue":"Ecological Entomology","topic":"Insect and Arachnid Ecology and Behavior","field":"Biochemistry, Genetics and Molecular Biology","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University; Queen's University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Biology; Ecology; Population; Temperate climate; Demography","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003445407,0.0001228889,0.000227389,0.00003400397,0.0001811759,0.000003469007,0.000363655,0.0001691462,0.0005589115],"category_scores_gemma":[0.0002648356,0.00009512454,0.0001352098,0.0001529552,0.0002862206,0.000002532927,0.0003230216,0.0002730568,0.00000313741],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004104292,"about_ca_system_score_gemma":0.00006835366,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007248526,"about_ca_topic_score_gemma":0.000258189,"domain_scores_codex":[0.9987776,0.0002721653,0.0002535338,0.0003115583,0.00009741569,0.0002876979],"domain_scores_gemma":[0.9994417,0.0002173579,0.0001084919,0.0001791677,0.00001982548,0.00003339152],"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":[0.0001067312,0.0009639689,0.3690374,0.000007341757,0.00001278733,0.00002528816,0.00006900484,0.0001653661,0.6269345,0.002090528,0.0002127645,0.0003743469],"study_design_scores_gemma":[0.0006536291,0.001326016,0.9439981,0.0000034937,0.00001598627,0.00006511535,0.0001328397,0.0000363889,0.04974716,0.0004083061,0.003464558,0.0001483814],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974815,0.0001473237,0.000002125415,0.0009338161,0.000232192,0.0002616196,0.00005186111,0.000009021621,0.0008804904],"genre_scores_gemma":[0.9983295,0.00001896527,0.00007562534,0.001004996,0.00006717831,0.0001649063,0.00001167081,0.000007408453,0.0003197944],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5771873,"threshold_uncertainty_score":0.6119689,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01395780627528374,"score_gpt":0.2311960827786871,"score_spread":0.2172382765034034,"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."}}