{"id":"W4410138350","doi":"10.1093/beheco/araf040","title":"Multigenerational fitness outcomes of double-brooding: a 30-year study of a migratory songbird","year":2025,"lang":"en","type":"article","venue":"Behavioral Ecology","topic":"Ecology and Vegetation Dynamics Studies","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Environment and Climate Change Canada; University of Windsor; Government of Northwest Territories; University of Guelph","funders":"American Ornithological Society; National Science Foundation","keywords":"Songbird; Biology; Zoology; Ecology; Demography","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001552987,0.0001031636,0.000300336,0.00007438623,0.0001182848,0.000002698205,0.0001613972,0.0000996596,0.0007328654],"category_scores_gemma":[0.00001749515,0.00009595695,0.00005357668,0.0001514621,0.0002636515,0.00005703019,0.0001825986,0.00008486999,0.0000438328],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006427702,"about_ca_system_score_gemma":0.0000284423,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003720834,"about_ca_topic_score_gemma":0.01980591,"domain_scores_codex":[0.9991186,0.00006728962,0.000342266,0.0002139009,0.000106499,0.0001514716],"domain_scores_gemma":[0.999578,0.00007797591,0.0001380816,0.0001507102,0.00003234439,0.00002291057],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003847783,0.001956894,0.994112,0.000005607725,0.0000385687,0.000001917193,0.0008375344,0.0008368596,0.0008367124,0.0009293018,0.0002837135,0.0001224693],"study_design_scores_gemma":[0.002168523,0.0003826664,0.9955405,0.000001788574,0.00006870248,3.204333e-7,0.001135023,0.000150131,0.0003081648,0.0001381401,0.00003218075,0.00007383968],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983735,0.000009268232,0.00002710446,0.00009825283,0.0002458369,0.0003686907,0.000006956992,0.00001517016,0.0008552382],"genre_scores_gemma":[0.9987176,0.000002095915,0.0003125989,0.00005136779,0.000003748955,0.0001020657,0.000004295689,0.000004679316,0.0008015423],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01943382,"threshold_uncertainty_score":0.9980801,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02927248861705383,"score_gpt":0.3224037014009708,"score_spread":0.293131212783917,"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."}}