{"id":"W2081928321","doi":"10.1126/science.1251458","title":"A Call for Deep-Ocean Stewardship","year":2014,"lang":"en","type":"article","venue":"Science","topic":"Coastal and Marine Management","field":"Environmental Science","cited_by":223,"is_retracted":false,"has_abstract":true,"ca_institutions":"Wycliffe College","funders":"Instituto de Ciencias del Mar y Limnología, Universidad Nacional Autónoma de México; University of California, San Diego; Comisión Nacional de Áreas Naturales Protegidas; Comisión Nacional para el Conocimiento y Uso de la Biodiversidad, Gobierno de México","keywords":"Stewardship (theology); Oceanography; Deep sea; Environmental science; Geology; Political science","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":[0.02046536,0.0004408212,0.0006493411,0.000946708,0.004970257,0.01280413,0.001892366,0.01106535,0.01119572],"category_scores_gemma":[0.0293293,0.0003159151,0.0006633233,0.0009289985,0.01485043,0.01377045,0.01535616,0.01680617,0.001849615],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003712983,"about_ca_system_score_gemma":0.02552744,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003729103,"about_ca_topic_score_gemma":0.007105025,"domain_scores_codex":[0.9870084,0.004101339,0.0004280145,0.001826286,0.004250923,0.002385014],"domain_scores_gemma":[0.9542215,0.01027701,0.002572608,0.006322688,0.007527764,0.01907838],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007861183,0.0002266675,0.004512296,0.000346683,0.0001023359,0.0002447345,0.005067032,0.001039206,0.00218789,0.7061642,0.1897741,0.09025624],"study_design_scores_gemma":[0.00003300709,0.0001034615,0.00346431,0.0005329222,0.00002439142,0.0001849382,0.004349723,0.0008345565,0.0006289706,0.4655215,0.5242555,0.00006673609],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.01202772,0.003773839,0.02169325,0.8991339,0.003234047,0.00007300124,0.00006154113,0.0002194452,0.05978334],"genre_scores_gemma":[0.5669975,0.005594975,0.04039368,0.348615,0.002612865,0.0002526822,0.0001574665,0.0002161682,0.03515965],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02046536,"threshold_uncertainty_score":0.1082324,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006982620814812388,"score_gpt":0.215862302445233,"score_spread":0.2088796816304206,"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."}}