{"id":"W1969576413","doi":"10.1126/science.1223009","title":"Avoiding Empty Ocean Commitments at Rio+20","year":2012,"lang":"en","type":"article","venue":"Science","topic":"Coastal and Marine Management","field":"Environmental Science","cited_by":37,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Simon Fraser University","funders":"","keywords":"Oceanography; Environmental science; Geology","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":[0.005724064,0.0003328942,0.0003926174,0.0004031787,0.0035957,0.00409792,0.00189339,0.004760316,0.01764677],"category_scores_gemma":[0.01591747,0.0002326254,0.0006468297,0.0003752835,0.001847855,0.001892923,0.00539705,0.004763306,0.002021659],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00358035,"about_ca_system_score_gemma":0.0138367,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02523203,"about_ca_topic_score_gemma":0.05674209,"domain_scores_codex":[0.9957265,0.000962382,0.00009789212,0.0002193298,0.001232548,0.001761357],"domain_scores_gemma":[0.9950969,0.000690378,0.0004292986,0.0005880891,0.0009188761,0.002276453],"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":[0.000616066,0.0002764323,0.01080336,0.0008084829,0.0001207038,0.004313903,0.005999686,0.009666791,0.00441112,0.5083707,0.36152,0.09309275],"study_design_scores_gemma":[0.00007796213,0.0001930549,0.01455158,0.0002458034,0.00003235735,0.0005228954,0.003914068,0.001825514,0.001013447,0.06409293,0.9134182,0.0001122012],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.1595494,0.001208151,0.006351058,0.106678,0.003064281,0.0004542218,0.0009057168,0.001036761,0.7207524],"genre_scores_gemma":[0.7312748,0.000716503,0.00927939,0.03447791,0.0008818026,0.000556538,0.0007900264,0.000713919,0.2213092],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.02523203,"threshold_uncertainty_score":0.05903429,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01245929704815493,"score_gpt":0.229537952980855,"score_spread":0.2170786559327001,"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."}}