{"id":"W4214814326","doi":"10.3389/fmars.2022.772259","title":"Genetic Connectivity and Diversity of a Protected, Habitat-Forming Species: Evidence Demonstrating the Need for Wider Environmental Protection and Integration of the Marine Protected Area Network","year":2022,"lang":"en","type":"article","venue":"Frontiers in Marine Science","topic":"Genetic diversity and population structure","field":"Biochemistry, Genetics and Molecular Biology","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Fisheries and Oceans Canada","funders":"Scottish Funding Council; Marine Alliance for Science and Technology for Scotland; Scottish Natural Heritage; Heriot-Watt University","keywords":"Marine protected area; Biological dispersal; Genetic diversity; Ecology; Reef; Biology; Biodiversity; Threatened species; Marine reserve; Modiolus (cochlea); Genetic structure; Habitat; Fishery; Population","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":[0.0004621109,0.0001285716,0.0002096579,0.001530518,0.0004451384,0.0004561246,0.0003164882,0.0002451368,0.001372827],"category_scores_gemma":[0.001874638,0.0001116884,0.0001736825,0.001041875,0.0007582295,0.0004155128,0.0007525245,0.0002262121,0.0000916053],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002461929,"about_ca_system_score_gemma":0.0002060518,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00838962,"about_ca_topic_score_gemma":0.02050828,"domain_scores_codex":[0.9996865,0.00005669994,0.00002548948,0.0001097846,0.00007041954,0.00005116412],"domain_scores_gemma":[0.9982444,0.0003699527,0.0009255342,0.0001028749,0.0001501306,0.0002070557],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007763174,0.00002084366,0.9852903,0.00003342167,0.0001116902,0.0001796255,0.001272885,0.0001663503,0.004868102,0.0002280488,0.00006884839,0.007682325],"study_design_scores_gemma":[0.000001214939,0.00002477664,0.9993294,0.000004572687,0.000009049802,0.00008702542,0.0002254862,0.0001053316,0.00004548524,0.00004218396,0.0001234687,0.000001978289],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994124,0.0000478458,0.0001065825,0.0000157454,7.291425e-7,0.000002089251,0.00003810367,0.000001614087,0.0003748849],"genre_scores_gemma":[0.9996724,0.00003455295,0.0001453883,0.000007900079,0.000001957246,0.000002114899,0.00006948818,6.631215e-7,0.00006559282],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00838962,"threshold_uncertainty_score":0.01668155,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01486518611319326,"score_gpt":0.1998263079696145,"score_spread":0.1849611218564212,"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."}}