{"id":"W4412927319","doi":"10.5376/amb.2024.14.0033","title":"Identifying Key Genes for Muscle Development in Broilers through Gene Expression Analysis","year":2024,"lang":"en","type":"article","venue":"Animal Molecular Breeding","topic":"Animal Genetics and Reproduction","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Gene; Key (lock); Gene expression; Biology; Computational biology; Genetics; Ecology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002476696,0.0001888056,0.0001752836,0.0001729605,0.0001116033,0.00009878093,0.0001500641,0.0001433549,0.000008655833],"category_scores_gemma":[0.00002942386,0.0001875729,0.0002090652,0.0004269608,0.00003311952,0.00001224151,0.0001393103,0.00008021764,0.000005353078],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003543424,"about_ca_system_score_gemma":0.00006086777,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002172976,"about_ca_topic_score_gemma":0.00002352128,"domain_scores_codex":[0.9984636,0.00002406737,0.0002928522,0.0007350711,0.0001713187,0.0003130567],"domain_scores_gemma":[0.9996155,0.000006920312,0.00004960629,0.0002073614,0.00006861552,0.00005202282],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00004477982,0.00002513378,0.0007322263,0.00005725367,0.0001993382,0.00001535692,0.0002446736,0.0005918801,0.9948032,0.0001681698,0.0001198702,0.002998104],"study_design_scores_gemma":[0.0001722353,0.0001534964,0.003457374,0.00004913335,0.0001152819,0.000007191137,0.0001546821,0.0007291604,0.9756649,0.00007979668,0.01915178,0.0002650398],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8700441,0.007323524,0.1219555,0.00007131753,0.0001913033,0.0002039883,0.000005464876,0.0000266387,0.0001781614],"genre_scores_gemma":[0.9697301,0.0002678085,0.02924891,0.00005762871,0.0003074803,0.00006459206,0.0001174797,0.00004223186,0.0001637482],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09968601,"threshold_uncertainty_score":0.7649001,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02870266426940273,"score_gpt":0.2918205503587125,"score_spread":0.2631178860893097,"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."}}