{"id":"W4220956552","doi":"10.1016/j.cub.2022.01.076","title":"Climate change: Aerial insectivores struggle to keep pace with earlier pulses of nutritious aquatic foods","year":2022,"lang":"en","type":"letter","venue":"Current Biology","topic":"Species Distribution and Climate Change","field":"Environmental Science","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"Environment and Climate Change Canada","funders":"","keywords":"Insectivore; Biology; Insect; Wetland; Climate change; Ecology; Odonata; Reproduction; Pace; Habitat; Geography","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":[0.002781299,0.0007150985,0.001153641,0.0004230441,0.004878785,0.003912611,0.001228061,0.05777917,0.006296805],"category_scores_gemma":[0.01129288,0.0006436491,0.0009182973,0.0006479013,0.003678143,0.003428144,0.001869964,0.04215296,0.007246503],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003431032,"about_ca_system_score_gemma":0.003642658,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01567605,"about_ca_topic_score_gemma":0.0347495,"domain_scores_codex":[0.9984561,0.0002751981,0.0001486715,0.0002506544,0.0004684846,0.0004009149],"domain_scores_gemma":[0.9941599,0.002556464,0.0004911538,0.0002656638,0.001071276,0.001455553],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.00007074625,0.00005085908,0.00193613,0.00005158462,0.00002569481,0.001575427,0.0003734387,0.00005173143,0.0004881808,0.002523243,0.9778975,0.0149555],"study_design_scores_gemma":[0.0001101707,0.00008432407,0.004669521,0.0001484431,0.00004180057,0.001407099,0.001044809,0.0003364247,0.0002776649,0.009033423,0.9827976,0.00004879721],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.0007935542,0.0007400645,0.0001123841,0.9800864,0.01532406,0.000007885521,0.00003659459,0.00002422032,0.002874755],"genre_scores_gemma":[0.004188199,0.000555889,0.0001591138,0.9648185,0.02257783,0.00001837124,0.00001864836,0.00001574578,0.007647705],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.05777917,"threshold_uncertainty_score":0.03116959,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04921316095240201,"score_gpt":0.2887147765819432,"score_spread":0.2395016156295412,"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."}}