{"id":"W2068155921","doi":"10.1007/s10750-008-9337-9","title":"The sea ahead: challenges to marine biology from seafood sustainability","year":2008,"lang":"en","type":"article","venue":"Hydrobiologia","topic":"Marine and fisheries research","field":"Environmental Science","cited_by":27,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"University of British Columbia","keywords":"Sustainability; Overfishing; Natural resource economics; Marine ecosystem; Planetary boundaries; Food security; Trophic cascade; Precautionary principle; Biodiversity; Fishing; Environmental resource management; Fishery; Ecology; Environmental planning; Business; Ecosystem; Geography; Agriculture; Economics; Biology; Food web","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002966135,0.0004506817,0.0006396713,0.0007481819,0.002971463,0.00794517,0.001114473,0.006771319,0.01369721],"category_scores_gemma":[0.004338166,0.0001742055,0.0003272981,0.00110822,0.009887125,0.01196552,0.004534726,0.005596967,0.002388246],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00189049,"about_ca_system_score_gemma":0.005258624,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005573029,"about_ca_topic_score_gemma":0.01171605,"domain_scores_codex":[0.9993031,0.0002095727,0.00002830872,0.0000984392,0.000215778,0.0001447367],"domain_scores_gemma":[0.9967425,0.0009282809,0.0001644205,0.0001505531,0.0007352433,0.001278882],"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":[0.0001942313,0.0001489766,0.007333737,0.0008041629,0.00005182143,0.0006847043,0.004628368,0.001201044,0.003123762,0.3467476,0.240207,0.3948745],"study_design_scores_gemma":[0.00001063145,0.0000842828,0.004133765,0.0005461747,0.00002009832,0.00034206,0.01999503,0.0005203855,0.0004650902,0.3973165,0.5765194,0.00004656309],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.02239193,0.1211216,0.004630388,0.7756853,0.009211682,0.000008624248,0.0001450972,0.00008906905,0.06671635],"genre_scores_gemma":[0.5856427,0.1965312,0.007301426,0.1524711,0.01130558,0.00006142991,0.0002523216,0.0001463366,0.04628793],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01369721,"threshold_uncertainty_score":0.04582173,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02615947935072141,"score_gpt":0.2586495932060107,"score_spread":0.2324901138552893,"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."}}