{"id":"W4399425162","doi":"10.1371/journal.pone.0302687","title":"Advancing aquaculture: Production of xenogenic catfish by transplanting blue catfish (Ictalurus furcatus) and channel catfish (I. punctatus) stem cells into white catfish (Ameiurus catus) triploid fry","year":2024,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Animal Genetics and Reproduction","field":"Biochemistry, Genetics and Molecular Biology","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Allison University","funders":"National Institute of Food and Agriculture; Auburn University; U.S. Department of Agriculture","keywords":"Ictalurus; Catfish; Biology; Ictaluridae; Aquaculture; Fishery; Animal science; Fish <Actinopterygii>","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005224969,0.0005659189,0.0006128417,0.0001755202,0.0002696107,0.0001209165,0.0003043866,0.0004827311,0.00001383718],"category_scores_gemma":[0.00007893151,0.0005538127,0.0002047454,0.0005037127,0.0002436224,0.00004819634,0.0001542499,0.0004782006,0.00001293964],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007965231,"about_ca_system_score_gemma":0.0001826697,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002331593,"about_ca_topic_score_gemma":0.0002268778,"domain_scores_codex":[0.9962633,0.0001138488,0.0007596261,0.001612254,0.0005273963,0.0007235916],"domain_scores_gemma":[0.9983154,0.00001915082,0.0002698397,0.0006957172,0.0004266534,0.0002732195],"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":[0.0001716952,0.0006014644,0.0009337192,0.001365166,0.0005976697,0.000008690343,0.004374075,0.00008030274,0.9861374,0.00000654722,0.003904179,0.001819105],"study_design_scores_gemma":[0.0004823517,0.0006082843,0.0004659264,0.0004202732,0.0006089951,0.00004927009,0.001089743,0.0002225597,0.9857852,0.00002185361,0.009557065,0.000688439],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9743403,0.022648,0.0002628082,0.0005449874,0.0009027623,0.0008974909,0.0001098158,0.0001248628,0.0001689523],"genre_scores_gemma":[0.9851905,0.007947993,0.0007618321,0.0000942457,0.001309445,0.0001056763,0.0003952811,0.0001469037,0.004048134],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01470001,"threshold_uncertainty_score":0.9996913,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01005607523777079,"score_gpt":0.1974652895893508,"score_spread":0.18740921435158,"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."}}