{"id":"W2914220295","doi":"10.1007/s10531-019-01702-1","title":"Marine reserves drive both taxonomic and functional change in coral reef invertebrate communities","year":2019,"lang":"en","type":"article","venue":"Biodiversity and Conservation","topic":"Coral and Marine Ecosystems Studies","field":"Environmental Science","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Ecology; Marine reserve; Biodiversity; Ecosystem; Marine ecosystem; Coral reef; Habitat; Marine protected area; Biology; Taxon; Invertebrate; Geography","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0008223785,0.0001087765,0.0001480184,0.0007804009,0.0004688192,0.0008590525,0.0003916722,0.0005502859,0.003971583],"category_scores_gemma":[0.003573002,0.000188823,0.0002225999,0.0006463536,0.0008204975,0.0009137369,0.0009490195,0.0004644488,0.0002664156],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004465767,"about_ca_system_score_gemma":0.0003412732,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01213605,"about_ca_topic_score_gemma":0.04916627,"domain_scores_codex":[0.9996378,0.0001348477,0.00002132439,0.00007619964,0.00006817313,0.00006163307],"domain_scores_gemma":[0.9965237,0.0009112785,0.001499749,0.0002693962,0.0003200111,0.0004757871],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001039251,0.00006007059,0.9905054,0.00002074268,0.00009182419,0.00004131986,0.0004602308,0.0001878172,0.001816893,0.000407265,0.0001550993,0.006149383],"study_design_scores_gemma":[8.982827e-7,0.00001035239,0.9992031,0.00000319916,0.000005563473,0.00001364821,0.0004067003,0.0001339675,0.00003792427,0.00007292332,0.0001106445,0.000001039828],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983889,0.0001466351,0.00005935635,0.0001274934,0.000003794893,0.000001441874,0.00007465707,0.00000171511,0.001196044],"genre_scores_gemma":[0.9995748,0.00004951052,0.00004101851,0.00003905494,0.000003469547,0.000001262539,0.00003775286,0.000001192462,0.0002519025],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01213605,"threshold_uncertainty_score":0.02413082,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04682746690706534,"score_gpt":0.1874275637779222,"score_spread":0.1406000968708569,"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."}}