{"id":"W2170662134","doi":"10.4039/tce.2014.70","title":"Degree-day models for development of the dung beetles<i>Onthophagus nuchicornis</i>,<i>O. taurus</i>, and<i>Digitonthophagus gazella</i>(Coleoptera: Scarabaeidae), and the likelihood of<i>O. taurus</i>establishment in southern Alberta, Canada","year":2014,"lang":"en","type":"article","venue":"The Canadian Entomologist","topic":"Ecology and Vegetation Dynamics Studies","field":"Environmental Science","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"Agriculture and Agri-Food Canada","funders":"U.S. Department of Agriculture","keywords":"Scarabaeidae; Overwintering; Dung beetle; Biology; Ecology; Scarabaeinae; Zoology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001573605,0.0002630371,0.0003967503,0.00005011204,0.0006855298,0.00003611278,0.0005781292,0.0001145722,0.00002159779],"category_scores_gemma":[0.0002658704,0.0001533489,0.00007350204,0.0002266033,0.001474654,0.00008318268,0.0002599751,0.0002165251,0.00000222157],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003783131,"about_ca_system_score_gemma":0.0004642249,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.943566,"about_ca_topic_score_gemma":0.9996345,"domain_scores_codex":[0.9979285,0.0003403495,0.0005395969,0.0003683219,0.0002712838,0.0005519621],"domain_scores_gemma":[0.9981819,0.0009079952,0.0002920204,0.0004068981,0.00004259475,0.0001686335],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007621734,0.0003147875,0.8064533,0.0003302821,0.000643313,0.00002212024,0.06702566,0.04312049,0.0003569957,0.02877351,0.00432026,0.04787707],"study_design_scores_gemma":[0.009129477,0.0002643968,0.8850332,0.0002442896,0.0003815216,0.00006190062,0.005835135,0.05641641,0.002198702,0.03086549,0.008062223,0.001507191],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9827769,0.0009906777,0.0004124434,0.003830103,0.0003404162,0.001650013,0.0001231956,0.000009190014,0.009867021],"genre_scores_gemma":[0.9974195,0.00002789255,0.0003592634,0.001314065,0.00001937694,0.0001859778,0.00000755896,0.00001724268,0.0006490872],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07857992,"threshold_uncertainty_score":0.6253387,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009292765131400054,"score_gpt":0.1912251104697719,"score_spread":0.1819323453383719,"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."}}