{"id":"W4407437962","doi":"10.1007/s00300-025-03369-7","title":"Intrinsic and extrinsic drivers of juvenile survival in emperor penguins","year":2025,"lang":"en","type":"article","venue":"Polar Biology","topic":"Avian ecology and behavior","field":"Environmental Science","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Moncton","funders":"Centre Scientifique de Monaco; Centre National de la Recherche Scientifique; Fondation BNP Paribas; BNP Paribas Cardif","keywords":"Biology; Juvenile; Emperor; Zoology; Ecology","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":[0.0002273932,0.0001442333,0.0001293537,0.0003081324,0.0002319054,0.0004098649,0.0001420655,0.0001850388,0.001848714],"category_scores_gemma":[0.001209851,0.0001098271,0.0001507247,0.0002041183,0.0002282302,0.0002275848,0.0003374355,0.0002402302,0.0001364216],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000239337,"about_ca_system_score_gemma":0.0001420902,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006017389,"about_ca_topic_score_gemma":0.02853127,"domain_scores_codex":[0.9999003,0.00002653219,0.000005741021,0.00002415901,0.00001145701,0.0000318016],"domain_scores_gemma":[0.9991672,0.000232421,0.0002897565,0.00004882264,0.00007250712,0.0001892758],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009614745,0.00001634345,0.9946249,0.000007139605,0.00004483164,0.00006167455,0.0001650789,0.0001039326,0.002807448,0.00005078191,0.00003733622,0.001984314],"study_design_scores_gemma":[4.935384e-7,0.000009118527,0.9997202,6.195366e-7,0.000003325828,0.00002208782,0.00007497617,0.00009981214,0.00003749325,0.00001187836,0.00001905055,8.664711e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997835,0.00002163961,0.00002164853,0.000006522919,6.673528e-7,3.389797e-7,0.00003123501,7.589479e-7,0.0001335567],"genre_scores_gemma":[0.9997563,0.0000124534,0.00001951045,0.000002699346,0.000001203912,6.687094e-7,0.00003926135,8.070985e-7,0.0001670348],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006017389,"threshold_uncertainty_score":0.01196474,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008285155263691849,"score_gpt":0.2508614921463466,"score_spread":0.2425763368826548,"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."}}