{"id":"W1982830453","doi":"10.1038/437026d","title":"Farming need not replace fishing if stocks are rebuilt","year":2005,"lang":"en","type":"letter","venue":"Nature","topic":"Marine and fisheries research","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Fishing; Agriculture; Business; Fishery; Agricultural economics; Geography; Economics; Biology; Archaeology","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":[0.006273195,0.001299692,0.001959663,0.0007077698,0.009689379,0.005786275,0.003245513,0.1397269,0.009126797],"category_scores_gemma":[0.02148843,0.001570231,0.002058721,0.0008476626,0.004214917,0.004533122,0.003136104,0.07774192,0.006248015],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006220561,"about_ca_system_score_gemma":0.01083369,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04491124,"about_ca_topic_score_gemma":0.1338344,"domain_scores_codex":[0.9950716,0.0006394245,0.0006399321,0.0007596621,0.001334133,0.001555227],"domain_scores_gemma":[0.9913633,0.003787197,0.0006171266,0.0003903944,0.001626415,0.002215577],"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":[0.0001296681,0.00007829555,0.001975768,0.00006425379,0.00004978961,0.002105285,0.0004863775,0.0001295429,0.0005591964,0.007333481,0.9754826,0.01160561],"study_design_scores_gemma":[0.0001753745,0.0001744373,0.005837261,0.0003894756,0.0001151727,0.001500978,0.001413089,0.0005841916,0.0005526847,0.0123641,0.9767565,0.0001367247],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001730211,0.0008361741,0.0002439487,0.9665191,0.02073644,0.0000342507,0.00008818334,0.00005902625,0.009752618],"genre_scores_gemma":[0.003624693,0.000317289,0.000205383,0.9654942,0.008771511,0.00003601098,0.00002229708,0.00001535024,0.02151327],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1397269,"threshold_uncertainty_score":0.08929962,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01254852378780842,"score_gpt":0.2548862689106571,"score_spread":0.2423377451228487,"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."}}