{"id":"W1993954021","doi":"10.1007/s00267-011-9668-6","title":"Global Marine Protection Targets: How S.M.A.R.T are They?","year":2011,"lang":"en","type":"article","venue":"Environmental Management","topic":"Genetically Modified Organisms Research","field":"Agricultural and Biological Sciences","cited_by":40,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"University of Portsmouth; Pew Charitable Trusts","keywords":"Convention on Biological Diversity; Marine conservation; Scale (ratio); Marine protected area; Environmental resource management; Resource (disambiguation); Marine life; Environmental planning; Action (physics); Business; Risk analysis (engineering); Ecology; Biodiversity; Computer science; Biology; Geography; Environmental 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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001000643,0.0001322737,0.00008418875,0.000007594166,0.0001313113,0.0000384491,0.0002647675,0.00004882145,0.003618494],"category_scores_gemma":[0.000002833868,0.00005701938,0.00005198852,0.00008742246,0.00005678988,0.0000682192,0.0005295585,0.0000644608,0.000420332],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001221846,"about_ca_system_score_gemma":4.761258e-7,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001423957,"about_ca_topic_score_gemma":0.000179197,"domain_scores_codex":[0.9989087,0.00005026614,0.00009392596,0.0003268342,0.0003203594,0.0002998963],"domain_scores_gemma":[0.999763,0.000004065485,0.00004233233,0.00008918476,0.000002506329,0.00009887065],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0001304282,0.001067162,0.116302,0.0000277259,0.0001168827,0.0001167211,0.0001136825,0.000009101031,0.06334718,0.001296118,0.0009157327,0.8165573],"study_design_scores_gemma":[0.0001188835,0.0001954896,0.9857978,0.000003190072,0.000009340922,0.000003578068,0.0006243739,0.00001716743,0.002450408,0.002032325,0.00860569,0.0001417179],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9798769,0.00003584152,0.0001414131,0.001052636,0.00008093955,0.0007457507,0.00002665852,0.00007398157,0.0179659],"genre_scores_gemma":[0.997106,0.00007160659,0.0007896059,0.00009921502,0.0000577446,0.00007789332,0.00002237637,0.000001322161,0.001774225],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8694958,"threshold_uncertainty_score":0.9972923,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02565266033140192,"score_gpt":0.1783342304381816,"score_spread":0.1526815701067797,"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."}}