{"id":"W4323294404","doi":"10.1111/gcb.16664","title":"Making protected areas effective for biodiversity, climate and food","year":2023,"lang":"en","type":"review","venue":"Global Change Biology","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":82,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Agence Nationale de la Recherche","keywords":"Convention on Biological Diversity; Biodiversity; Sustainability; Environmental resource management; Climate change; Global biodiversity; Geography; Environmental planning; Ecology; Environmental science; Biology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002722504,0.0003195231,0.0008265246,0.00004707899,0.0001749041,0.00002309823,0.0002471596,0.0003984017,0.00002462112],"category_scores_gemma":[0.00006628667,0.0002587381,0.0001816921,0.0003167042,0.0001016924,0.0000437656,0.001305649,0.0001240042,0.0004578719],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004406414,"about_ca_system_score_gemma":0.000007240453,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002370428,"about_ca_topic_score_gemma":0.001988468,"domain_scores_codex":[0.998453,0.0001749319,0.0002168405,0.0005899192,0.00006480235,0.0005004744],"domain_scores_gemma":[0.9993926,0.0001275981,0.0002155056,0.0001839075,0.000007355462,0.0000730497],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001701353,0.00001641835,0.01715763,0.008033503,0.0001241735,0.000006287321,0.00003254148,3.74897e-8,8.218112e-8,0.0001277453,0.0002211606,0.9742634],"study_design_scores_gemma":[0.0004024073,0.0008710242,0.006392678,0.002759402,0.0004729093,0.0001093195,0.00002556301,0.00007846973,2.510795e-8,0.000798844,0.9874032,0.0006861259],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00119022,0.9757522,0.0001499475,0.00003811413,0.0008244107,0.009245548,0.01212907,0.0002672314,0.000403246],"genre_scores_gemma":[0.001323591,0.9961546,0.00009558173,0.00003626641,0.0001624588,0.001491109,0.0007040306,0.00002253574,0.00000982499],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9871821,"threshold_uncertainty_score":0.9999865,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1169154272231172,"score_gpt":0.3380848812828842,"score_spread":0.221169454059767,"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."}}