{"id":"W4214819048","doi":"10.1111/ele.13982","title":"Differences in the temporal scale of reproductive investment across the slow‐fast continuum in a passerine","year":2022,"lang":"en","type":"letter","venue":"Ecology Letters","topic":"Animal Behavior and Reproduction","field":"Agricultural and Biological Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Montréal","funders":"European Research Council; Fonds Québécois de la Recherche sur la Nature et les Technologies; Agence Nationale de la Recherche","keywords":"Cyanistes; Passerine; Biology; Ecology; Reproduction; Life history theory; Avian clutch size; Investment (military); Reproductive success; Ectotherm; Economics; Demography; Life history; Population; Parus","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":[0.0008521798,0.0002233086,0.0003925878,0.00002481811,0.0002102138,0.0000274793,0.0006891192,0.0002263215,0.0002001801],"category_scores_gemma":[0.00004244889,0.000066963,0.0001334657,0.0004189087,0.0004971679,0.00005666903,0.0001958085,0.001392746,0.000005250189],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008349632,"about_ca_system_score_gemma":0.000009960553,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001643356,"about_ca_topic_score_gemma":0.009745421,"domain_scores_codex":[0.9975352,0.0007209627,0.0004016933,0.0006633194,0.000260866,0.0004179525],"domain_scores_gemma":[0.9992267,0.0002593916,0.0002754842,0.0002028387,0.00002281841,0.00001276919],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006300952,0.000172459,0.6912503,0.00001200004,0.00002253236,0.000145843,0.001634258,0.000001105186,0.0190712,0.000003796307,0.2871646,0.0004589198],"study_design_scores_gemma":[0.0001072727,0.0003232438,0.9177153,0.000008058308,0.00001595589,0.00002740012,0.001728039,4.312565e-7,0.0001585924,0.00004029083,0.07973138,0.0001440484],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5594895,0.00003110713,2.329794e-8,0.4396636,0.000347642,0.0003877781,0.00003063925,0.000008245901,0.00004143787],"genre_scores_gemma":[0.8089185,0.00001486953,0.000004805882,0.1890962,0.001193288,0.0002567621,0.000157119,0.00000195525,0.00035653],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2505675,"threshold_uncertainty_score":0.6050865,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02224914723173819,"score_gpt":0.2327086485553214,"score_spread":0.2104595013235832,"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."}}