{"id":"W4205219326","doi":"10.1126/science.abj0270","title":"Smaller fish species in a warm and oxygen-poor Humboldt Current system","year":2022,"lang":"en","type":"article","venue":"Science","topic":"Marine and fisheries research","field":"Environmental Science","cited_by":63,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Pelagic zone; Anchovy; Fishing; Global warming; Fish <Actinopterygii>; Effects of global warming on oceans; Climate change","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008422134,0.0001674149,0.0001761795,0.0009669159,0.0003112992,0.0003736285,0.0001530715,0.0001467995,0.001225375],"category_scores_gemma":[0.0003671353,0.000099748,0.0001501121,0.0005209958,0.000418406,0.0003398191,0.0003945237,0.0001394611,0.0001415901],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005408102,"about_ca_system_score_gemma":0.0002841891,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0225224,"about_ca_topic_score_gemma":0.0600896,"domain_scores_codex":[0.999964,0.000005536031,0.00000223725,0.00001525227,0.000004778688,0.000008187782],"domain_scores_gemma":[0.9998688,0.0000111525,0.00006803234,0.000008819514,0.00001278667,0.00003040413],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008479297,0.00001789421,0.9911764,0.00001242013,0.00004789803,0.0001635578,0.0003166574,0.0008983141,0.003765875,0.0001469105,0.00007553353,0.003293806],"study_design_scores_gemma":[0.000003319554,0.000009002835,0.9987864,0.000002699401,0.000008179871,0.00004983595,0.0001551991,0.0006759572,0.00009807026,0.00006297133,0.000146174,0.000002326153],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997321,0.00001562196,0.00002987742,0.000007372991,6.01344e-7,8.553867e-7,0.00003657804,0.00000136107,0.0001755838],"genre_scores_gemma":[0.9995095,0.00004401451,0.0001188734,0.00000914563,0.000001960261,0.000002691758,0.0001361476,0.0000015107,0.0001763059],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0225224,"threshold_uncertainty_score":0.04478258,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02493564511796583,"score_gpt":0.2484676946973048,"score_spread":0.223532049579339,"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."}}