{"id":"W2147705093","doi":"10.3382/ps.2010-00787","title":"Effect of eggshell temperature and oxygen concentration on survival rate and nutrient utilization in chicken embryos","year":2010,"lang":"en","type":"article","venue":"Poultry Science","topic":"Animal Nutrition and Physiology","field":"Agricultural and Biological Sciences","cited_by":78,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hatch (Canada)","funders":"Wageningen University and Research","keywords":"Incubation; Nutrient; Yolk; Embryo; Animal science; Broiler; Eggshell; Biology; Embryogenesis; Chemistry; Oxygen; Food science; Biochemistry; Ecology; Fishery","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":[0.0004792249,0.00006728825,0.00009942147,0.00001178411,0.0001071159,0.00003084996,0.00008812156,0.00005997848,0.00002756299],"category_scores_gemma":[0.000125746,0.00002648841,0.00001115054,0.0003011755,0.0002555329,0.0001204971,0.00002422806,0.0001093084,0.000002026532],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000004107492,"about_ca_system_score_gemma":0.000006911677,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000346374,"about_ca_topic_score_gemma":0.00004705157,"domain_scores_codex":[0.9993736,0.00008560373,0.00009558493,0.0002180733,0.0001027433,0.0001243697],"domain_scores_gemma":[0.9996523,0.0001802552,0.0000412201,0.00002800502,0.00003871142,0.0000595135],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00007005036,0.00002303263,0.0570092,0.000006907007,3.347196e-7,2.763075e-7,0.00004456168,5.957711e-7,0.9384345,0.001394058,0.00000811878,0.003008387],"study_design_scores_gemma":[0.0002293647,0.0005585845,0.9241695,0.00001392993,0.000001350992,0.000001739328,0.00008769177,0.0001642511,0.0742797,0.0002282165,0.0002037675,0.00006187564],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990324,0.0000306473,2.540295e-7,0.0003332533,0.000105693,0.0001574324,0.00001034915,0.00000852449,0.0003213894],"genre_scores_gemma":[0.9997535,0.00005609251,0.000007222887,0.0001064141,0.00004342036,0.00000334414,0.0000125756,2.788707e-7,0.00001715326],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8671603,"threshold_uncertainty_score":0.1080166,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01188315865634857,"score_gpt":0.2506424478372306,"score_spread":0.238759289180882,"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."}}