{"id":"W1981930964","doi":"10.1126/science.1208730","title":"High Value and Long Life—Double Jeopardy for Tunas and Billfishes","year":2011,"lang":"en","type":"article","venue":"Science","topic":"Marine and fisheries research","field":"Environmental Science","cited_by":298,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Simon Fraser University","funders":"Universidad de Costa Rica; Academia Sinica; Instituto Chico Mendes de Conservação da Biodiversidade; International Seafood Sustainability Foundation","keywords":"Double jeopardy; Value (mathematics); Biology; Mathematics; Political science; Statistics","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005439484,0.00006987656,0.00007843824,0.00003305684,0.000287597,0.00008729146,0.0002710044,0.00002323835,0.001101712],"category_scores_gemma":[0.00009297112,0.00005467723,0.00001144815,0.0002684511,0.001405387,0.0004843087,0.0005042285,0.00005180102,0.00002273711],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002224749,"about_ca_system_score_gemma":0.00002718994,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008338335,"about_ca_topic_score_gemma":0.0001195349,"domain_scores_codex":[0.9989679,0.000008303068,0.00008552313,0.000352891,0.0002694349,0.0003159829],"domain_scores_gemma":[0.9995419,0.00002943012,0.00002145724,0.0001775553,0.00001130275,0.0002183245],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006041376,0.00003959771,0.9607,0.00001632576,0.000002696428,0.0000040084,0.0007721958,0.000003716694,0.002317279,0.003198798,0.0005189724,0.03236598],"study_design_scores_gemma":[0.0004574509,0.0002230927,0.9770229,0.000002998722,0.000004730825,0.000009726803,0.0001218857,0.00106869,0.004698216,0.004041367,0.01217028,0.0001787018],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9297787,0.00001879159,0.000291285,0.0002362395,0.00007985246,0.0002375548,0.000001823905,0.0000181887,0.06933758],"genre_scores_gemma":[0.9944595,0.00004202627,0.003858645,0.0001494761,0.00001906449,0.00002257736,4.150151e-7,0.000005069933,0.001443207],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06789438,"threshold_uncertainty_score":0.9998114,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0425198697542687,"score_gpt":0.2562902456042531,"score_spread":0.2137703758499844,"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."}}