{"id":"W2507936961","doi":"10.1002/aqc.2686","title":"Building towards the marine conservation end‐game: consolidating the role of MPAs in a future ocean","year":2016,"lang":"en","type":"article","venue":"Aquatic Conservation Marine and Freshwater Ecosystems","topic":"Coastal and Marine Management","field":"Environmental Science","cited_by":47,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria; University of British Columbia","funders":"","keywords":"Marine protected area; Marine reserve; Ecosystem services; Environmental resource management; Marine conservation; Marine biodiversity; Biodiversity; Business; Service (business); Environmental planning; Ecosystem; Geography; Ecology; Fishery; Environmental science; Fish <Actinopterygii>; Habitat","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":[0.0008809534,0.0001741425,0.0002129768,0.00005419812,0.0001118685,0.00005744287,0.0002559603,0.00004538129,0.001167045],"category_scores_gemma":[0.00009163252,0.00008649298,0.00004484754,0.0002614649,0.0001384354,0.0002161707,0.001668378,0.00009100832,0.00002296373],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006778364,"about_ca_system_score_gemma":0.00001759593,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.120272,"about_ca_topic_score_gemma":0.2819786,"domain_scores_codex":[0.9985161,0.0001482368,0.0005397302,0.0002680023,0.0002881569,0.0002397909],"domain_scores_gemma":[0.9990915,0.0002527738,0.0002446021,0.0003461465,0.0000213098,0.00004365503],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002704834,0.000027338,0.8034078,0.000030108,0.0000220852,0.000002126804,0.0005206151,0.000009229624,0.001797964,0.005325826,0.001188362,0.1876414],"study_design_scores_gemma":[0.001903138,0.0001519535,0.2103993,0.0001450576,0.00007410203,0.0000348406,0.001494607,0.1630661,0.00207007,0.04841748,0.5717925,0.0004508956],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9707497,0.000022446,0.0004609156,0.02224511,0.0001310672,0.0006366527,0.00001038698,0.00002624224,0.005717449],"genre_scores_gemma":[0.9977635,0.00005203505,0.0003647493,0.0007715671,0.00008156502,0.00004768913,0.00001795682,0.00001256499,0.0008883824],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5930085,"threshold_uncertainty_score":0.999746,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0088818498377086,"score_gpt":0.1975985099450916,"score_spread":0.188716660107383,"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."}}