{"id":"W4416933062","doi":"10.1002/vms3.70674","title":"Quality, Chemical Composition, and Amino Acids of Eggs in Lohmann Pink‐Shell Laying Hens and Dongxiang Green‐Shell Laying Hens","year":2025,"lang":"en","type":"article","venue":"Veterinary Medicine and Science","topic":"Animal Nutrition and Physiology","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Yellow Island Aquaculture (Canada)","funders":"National Natural Science Foundation of China","keywords":"Yolk; Breed; Amino acid; Essential amino acid; Laying","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":[0.0004328562,0.0001102065,0.0002538868,0.00005578628,0.0001857755,0.00001827169,0.0001423117,0.00005940943,0.0000229464],"category_scores_gemma":[0.00004181102,0.00005124218,0.00001807557,0.0004655008,0.001158732,0.0001407646,0.0002023255,0.0001107335,6.07241e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001054614,"about_ca_system_score_gemma":0.000008505171,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004079384,"about_ca_topic_score_gemma":0.000009000348,"domain_scores_codex":[0.9989815,0.00006627246,0.0002535618,0.0003383004,0.0001454284,0.0002148924],"domain_scores_gemma":[0.9995201,0.0002201122,0.00005740838,0.00004728423,0.00005379584,0.000101307],"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":[0.00006065935,0.00003836155,0.05707444,0.00006328065,0.000001861574,0.000008136983,0.0002996756,8.614625e-8,0.9368986,0.0007994017,0.0000422848,0.004713249],"study_design_scores_gemma":[0.0008311571,0.001288475,0.987018,0.0004106247,0.00001052993,0.0001062956,0.005166553,0.0001433385,0.001236563,0.001827481,0.001741427,0.0002195806],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995174,0.0006875743,0.000004527536,0.00308736,0.00004766376,0.00009592171,0.000006948141,0.00001414128,0.0008818646],"genre_scores_gemma":[0.9985241,0.0003400593,0.00009916331,0.0009322671,0.00005583879,0.000003166825,0.000008148467,5.005781e-7,0.00003670064],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.935662,"threshold_uncertainty_score":0.4269398,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06338309772991184,"score_gpt":0.336054938877793,"score_spread":0.2726718411478812,"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."}}