{"id":"W2019067781","doi":"10.1111/1365-2435.12328","title":"The relative importance of number, duration and intensity of cold stress events in determining survival and energetics of an overwintering insect","year":2014,"lang":"en","type":"article","venue":"Functional Ecology","topic":"Insect and Arachnid Ecology and Behavior","field":"Biochemistry, Genetics and Molecular Biology","cited_by":109,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Overwintering; Biology; Choristoneura fumiferana; Spruce budworm; Energetics; Tortricidae; Abiotic component; Ecology; Larva; Animal science; Zoology","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":[0.0002394708,0.00005157209,0.0001200528,0.00001719649,0.0000426212,8.017662e-7,0.00003212767,0.00009960766,0.00000536964],"category_scores_gemma":[0.000118893,0.00004355565,0.00001786089,0.00002304395,0.0001289229,0.000006342776,0.00004819168,0.00005227626,7.229117e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000004452661,"about_ca_system_score_gemma":0.00002029453,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001402495,"about_ca_topic_score_gemma":0.001524931,"domain_scores_codex":[0.9995024,0.00007002953,0.0002168868,0.0001070115,0.00003264566,0.00007102578],"domain_scores_gemma":[0.999625,0.00007262573,0.0001555996,0.00006544039,0.00006724103,0.00001403951],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001953047,0.0000428406,0.8025304,0.000009852221,0.00001307881,3.165145e-7,0.00003273362,0.000021264,0.196091,0.0009099587,0.000002334879,0.0001508609],"study_design_scores_gemma":[0.0003474086,0.0004464672,0.9015418,0.00000623701,0.00001009644,0.000008220559,0.00006875124,0.0002287293,0.09702971,0.0002544135,0.00001898649,0.00003924357],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995428,0.00001947085,0.0001254881,0.00001395903,0.0001807093,0.00004761295,0.000006728266,9.27316e-7,0.00006233362],"genre_scores_gemma":[0.9997588,0.00002770029,0.0001033607,0.00001534062,0.00002729476,0.000004997826,0.00002222811,0.000003090584,0.00003721724],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09906134,"threshold_uncertainty_score":0.1776148,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01190317291360078,"score_gpt":0.2364407708446993,"score_spread":0.2245375979310985,"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."}}