{"id":"W4321764559","doi":"10.1016/j.aquaculture.2023.739400","title":"Maximizing colonization and proliferation of blue catfish (Ictalurus furcatus) donor stem cells for the creation of xenogenic catfish: Identifying the best host age of triploid channel catfish (I. punctatus)","year":2023,"lang":"en","type":"article","venue":"Aquaculture","topic":"Reproductive biology and impacts on aquatic species","field":"Biochemistry, Genetics and Molecular Biology","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"Mount Allison University","funders":"","keywords":"Catfish; Ictalurus; Biology; Transplantation; Ictaluridae; Stem cell; Andrology; Fish <Actinopterygii>; Fishery; Internal medicine; Genetics; Medicine","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":[0.0004873256,0.0001650356,0.0002432341,0.00005150547,0.0001897402,0.00002802234,0.0002015533,0.0002053015,0.000003032762],"category_scores_gemma":[0.000335315,0.0001007391,0.0001035382,0.0002874044,0.0002800302,0.00001968773,0.00007345033,0.00008628047,0.000001290296],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001417468,"about_ca_system_score_gemma":0.00006362905,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007788349,"about_ca_topic_score_gemma":0.0001564818,"domain_scores_codex":[0.9988846,0.00009545307,0.0003801015,0.0003088229,0.0001423534,0.0001886226],"domain_scores_gemma":[0.9986891,0.00009318485,0.0003970343,0.0003466273,0.0004425715,0.00003153219],"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":[0.0002077193,0.00006099738,0.001884982,0.0001418791,0.0001931209,2.903209e-7,0.005984527,0.0001882633,0.9893213,0.0001300698,0.001258006,0.0006288525],"study_design_scores_gemma":[0.0006272356,0.0004252665,0.01633146,0.00004289814,0.0001768399,0.000005453325,0.008107692,0.0002197432,0.9713247,0.00005705672,0.002547413,0.0001342604],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9951692,0.001925929,0.0009676129,0.0004170667,0.0002414558,0.001099338,0.0001024571,0.00001075225,0.00006614465],"genre_scores_gemma":[0.9968122,0.001318571,0.00007740331,0.00006009515,0.0002094513,0.00008762297,0.0003848596,0.00001859829,0.001031247],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01799661,"threshold_uncertainty_score":0.410802,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03084851632185298,"score_gpt":0.2701667843572879,"score_spread":0.2393182680354349,"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."}}