{"id":"W3207034072","doi":"10.1016/j.cub.2021.06.084","title":"Marine biodiversity conservation","year":2021,"lang":"en","type":"article","venue":"Current Biology","topic":"Coral and Marine Ecosystems Studies","field":"Environmental Science","cited_by":73,"is_retracted":false,"has_abstract":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Biology; Biodiversity; Coral reef; Kelp forest; Plankton; Ecology; Livelihood; Ecosystem; Marine biodiversity; Kelp; Marine ecosystem; Marine conservation; Creatures; Ecosystem services; Marine protected area; Fishery; Habitat; Agriculture","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":[0.00115751,0.0005021481,0.0003283172,0.002774793,0.001640036,0.002908744,0.0009608507,0.0008904553,0.1280576],"category_scores_gemma":[0.001930979,0.0002348846,0.0002845358,0.001813515,0.0006663727,0.000980649,0.002397095,0.00142796,0.02723263],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001488695,"about_ca_system_score_gemma":0.004875892,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02205325,"about_ca_topic_score_gemma":0.04721877,"domain_scores_codex":[0.9992992,0.00007045001,0.00002926867,0.00008687667,0.0004002193,0.0001139384],"domain_scores_gemma":[0.9988154,0.00005422598,0.00008331895,0.0002063267,0.0005490786,0.0002916963],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.00003886696,0.00007584639,0.00427747,0.0001648045,0.00001850523,0.0001098405,0.0001802698,0.0001373465,0.00142284,0.03017748,0.5310569,0.4323397],"study_design_scores_gemma":[0.000002712296,0.000006728495,0.003963234,0.00007823236,0.000003890082,0.00007267425,0.00007315447,0.00005184051,0.0001772301,0.001307421,0.9942608,0.000002174097],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.002938018,0.004313495,0.001553629,0.009260893,0.002013937,0.0001232015,0.002078333,0.0003424397,0.9773761],"genre_scores_gemma":[0.03350368,0.005992966,0.00568673,0.004402875,0.0008499331,0.0001358389,0.004265918,0.0002287195,0.9449334],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1280576,"threshold_uncertainty_score":0.4283955,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02841467434828737,"score_gpt":0.2457187512635944,"score_spread":0.217304076915307,"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."}}