{"id":"W2051790021","doi":"10.1126/science.aaa4639","title":"Secure sustainable seafood from developing countries","year":2015,"lang":"en","type":"article","venue":"Science","topic":"Food Supply Chain Traceability","field":"Agricultural and Biological Sciences","cited_by":114,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"David and Lucile Packard Foundation","keywords":"Business; Developing country; Natural resource economics; Commerce; Economic growth; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004417774,0.0004846924,0.0003448724,0.0009535585,0.001644573,0.005931094,0.0007106856,0.00149893,0.01799818],"category_scores_gemma":[0.006425661,0.0001661414,0.0003175485,0.002084536,0.002644331,0.00603919,0.004514533,0.00231323,0.002591072],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003354442,"about_ca_system_score_gemma":0.01147628,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006118491,"about_ca_topic_score_gemma":0.009209491,"domain_scores_codex":[0.9981455,0.0005507298,0.0001592473,0.0001833602,0.0005429263,0.000418298],"domain_scores_gemma":[0.9928743,0.001349024,0.002281882,0.0007387775,0.002120396,0.0006357061],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000687805,0.0003930301,0.04884836,0.002271546,0.00009051253,0.001731022,0.004613017,0.004043989,0.04988602,0.2526038,0.05130282,0.583528],"study_design_scores_gemma":[0.00005782704,0.0005945736,0.06759916,0.002042348,0.000076515,0.00107015,0.03062314,0.001428495,0.02011096,0.132416,0.743894,0.00008687832],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4136966,0.01703866,0.0512326,0.2229644,0.002536988,0.0005850135,0.003475617,0.0006993177,0.2877708],"genre_scores_gemma":[0.9032347,0.01157641,0.03804276,0.01275447,0.0005565837,0.0003036665,0.00140482,0.0001132948,0.03201345],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01799818,"threshold_uncertainty_score":0.06020993,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02672778282747986,"score_gpt":0.2362339310912423,"score_spread":0.2095061482637625,"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."}}