{"id":"W2132569622","doi":"10.1177/1070496504266092","title":"Western Africa: A Fish Basket of Europe Past and Present","year":2004,"lang":"en","type":"article","venue":"The Journal of Environment & Development","topic":"Marine and fisheries research","field":"Environmental Science","cited_by":206,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"National Marine Fisheries Service; Pew Charitable Trusts","keywords":"Fishing; Fishery; Business; Fish <Actinopterygii>; Marine conservation; Geography; Economy; Natural resource economics; Economics","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":[0.0008418849,0.0001207128,0.0001685061,0.00003152394,0.0000857905,0.00001372127,0.0003202516,0.00002719561,0.001693417],"category_scores_gemma":[0.00001281007,0.00007640377,0.00003060735,0.00009221207,0.0002404954,0.0001434323,0.0006003827,0.0001733428,0.00005264301],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001409469,"about_ca_system_score_gemma":0.00002086784,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002209088,"about_ca_topic_score_gemma":0.000007018383,"domain_scores_codex":[0.9984837,0.00008555117,0.0004098096,0.00009705217,0.0006702143,0.0002536769],"domain_scores_gemma":[0.9994119,0.00004667914,0.0002182284,0.000176046,0.000006742997,0.0001403903],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004722735,0.001377762,0.868156,0.00006674865,0.0002837653,0.00008335686,0.01847026,0.003199825,0.01267317,0.00005823106,0.005259709,0.0898989],"study_design_scores_gemma":[0.000631741,0.0002108491,0.552219,0.00001671857,0.00002698548,0.00008008478,0.000216863,0.00000381575,0.00319458,0.00009693926,0.4431716,0.0001308032],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.974969,0.000101156,0.0006432606,0.002106803,0.00004872335,0.0001940906,0.00000162326,0.000003304236,0.02193199],"genre_scores_gemma":[0.9943334,0.001235169,0.002514747,0.0001208137,0.00006117087,0.000004052279,8.694261e-7,0.00001518316,0.001714593],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4379119,"threshold_uncertainty_score":0.9992192,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01656763086714133,"score_gpt":0.2058335510926004,"score_spread":0.1892659202254591,"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."}}