{"id":"W4206389003","doi":"10.1101/2022.01.17.476522","title":"Predator-prey interactions in a warming world: the critical role of cold tolerance","year":2022,"lang":"en","type":"preprint","venue":"bioRxiv (Cold Spring Harbor Laboratory)","topic":"Insect-Plant Interactions and Control","field":"Agricultural and Biological Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Wilfrid Laurier University; University of Guelph","funders":"","keywords":"Predation; Predator; Climate change; Ecology; Abundance (ecology); Population; Global warming; Biology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003476794,0.000249509,0.0005022043,0.0002521634,0.0004668334,0.001583641,0.0003458739,0.0006688384,0.001471041],"category_scores_gemma":[0.001333765,0.0002355527,0.0004185546,0.0002262149,0.001001307,0.001351177,0.001040598,0.0005168521,0.0000664681],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005636659,"about_ca_system_score_gemma":0.0003077111,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005058107,"about_ca_topic_score_gemma":0.005162887,"domain_scores_codex":[0.9998757,0.00004781888,0.000005021477,0.00003143165,0.00001231417,0.00002774963],"domain_scores_gemma":[0.99954,0.0001788253,0.0001450102,0.00004062641,0.00002588114,0.00006975923],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.0003367793,0.0001025406,0.1378931,0.0001698657,0.0004277283,0.0009442643,0.0005048352,0.7733887,0.03616947,0.04027104,0.001280247,0.008511506],"study_design_scores_gemma":[0.00003481183,0.0001221915,0.118004,0.00002809641,0.0001147487,0.0002544204,0.0007931566,0.825461,0.001752554,0.05235226,0.001014312,0.00006842032],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9884527,0.0001933436,0.008652481,0.000555209,0.00001057489,0.000003365721,0.00006091283,0.00001818478,0.002053149],"genre_scores_gemma":[0.999332,0.00005345972,0.0004429045,0.00002551972,0.000004747301,0.000001745923,0.0000110614,0.000003122386,0.0001252942],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005058107,"threshold_uncertainty_score":0.01005733,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01454353816392133,"score_gpt":0.2343111159855059,"score_spread":0.2197675778215845,"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."}}