{"id":"W2066259947","doi":"10.1371/journal.pone.0003881","title":"Ecosystem Overfishing in the Ocean","year":2008,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Marine and fisheries research","field":"Environmental Science","cited_by":275,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"Dalhousie University","keywords":"Overfishing; Ecosystem; Fishery; Fishing; Trophic level; Apex predator; Environmental science; Ecosystem health; Marine ecosystem; Ecology; Ecosystem services; Biology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0002078095,0.00004024223,0.0000627175,0.00001143377,0.00008023401,0.00001743963,0.000246225,0.00002017904,0.003371757],"category_scores_gemma":[0.00004566433,0.0000282866,0.00001285554,0.0001596423,0.00003879853,0.0001225163,0.0001261882,0.0001287692,0.0003100522],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004629199,"about_ca_system_score_gemma":0.00000368754,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003483509,"about_ca_topic_score_gemma":0.0003192606,"domain_scores_codex":[0.9992142,0.0000507094,0.0000788117,0.0001060194,0.0003897132,0.0001604973],"domain_scores_gemma":[0.9997373,0.00004318394,0.000012659,0.0001776416,0.00000204533,0.00002716691],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000005387737,0.0003042269,0.9953501,0.00001001842,0.000005006995,0.00004214726,0.000823322,0.000003793375,0.0004389195,0.0000264821,0.00249626,0.0004942968],"study_design_scores_gemma":[0.0006725562,0.000212387,0.9243387,0.00003523747,0.00001247087,0.00003581911,0.0006851192,0.004873809,0.00236865,0.0003247808,0.06609785,0.0003426454],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6973746,0.00000183391,0.000001157552,0.000410233,0.000003415712,0.00008688245,9.225831e-7,0.000007619905,0.3021134],"genre_scores_gemma":[0.9975291,0.00003397461,0.0001179671,0.0002230693,0.00003206284,0.000006052144,0.000001542278,0.000004371208,0.002051845],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3001545,"threshold_uncertainty_score":0.9975393,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05849274914942863,"score_gpt":0.2128403287753112,"score_spread":0.1543475796258826,"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."}}