{"id":"W4402634435","doi":"10.1038/s43016-024-01043-5","title":"Regenerative aquatic foods can be a win–win for human and planetary health","year":2024,"lang":"en","type":"letter","venue":"Nature Food","topic":"Agriculture Sustainability and Environmental Impact","field":"Environmental Science","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Human health; Regenerative medicine; Astrobiology; Business; Biology; Environmental health; Medicine; Cell biology","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","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.0002453152,0.000533645,0.0005010012,0.00005742221,0.00034948,0.00009117641,0.0002928933,0.001378648,0.0002238141],"category_scores_gemma":[0.00003394967,0.0003935939,0.0001667133,0.0001661899,0.0002925233,0.0001152492,0.0002144792,0.002949785,0.000023887],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009170435,"about_ca_system_score_gemma":0.00004044107,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005593385,"about_ca_topic_score_gemma":0.002994039,"domain_scores_codex":[0.997461,0.0001335734,0.0003237815,0.0009091909,0.0004907019,0.0006818167],"domain_scores_gemma":[0.9991947,0.0001054225,0.0001500408,0.0003671656,0.000003449909,0.000179236],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001086532,0.00003510506,0.0001593583,0.0003934646,0.000103629,0.0000409059,0.001256986,0.00002954798,0.00007704444,0.00005181072,0.9971755,0.0006658389],"study_design_scores_gemma":[0.000369695,0.002006745,0.002132777,0.0000982807,0.0001267053,0.00006445027,0.0003446968,0.00002772628,0.0001624852,0.0068192,0.9872068,0.0006404929],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.02790174,0.004373504,0.00002471318,0.9620235,0.0004656103,0.002215145,0.001487127,0.0001107717,0.00139788],"genre_scores_gemma":[0.3066179,0.00005369639,0.0007732758,0.6791752,0.002110431,0.0001731103,0.003998321,0.00009922794,0.006998858],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.2828483,"threshold_uncertainty_score":0.9999177,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01236179981739159,"score_gpt":0.2592379821604694,"score_spread":0.2468761823430779,"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."}}