{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004742774,0.00007340293,0.00008876695,0.00003864722,0.0006391785,0.00001338783,0.0002075324,0.00002638093,0.000005774555],"category_scores_gemma":[0.0002285071,0.00005495646,0.00002397991,0.000256058,0.0004958001,0.00001557648,0.001384154,0.0001070596,6.462632e-9],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003084104,"about_ca_system_score_gemma":0.00004486222,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001047102,"about_ca_topic_score_gemma":0.00008532788,"domain_scores_codex":[0.9992568,0.00008690418,0.0001316915,0.0002169096,0.0001882463,0.0001194236],"domain_scores_gemma":[0.9996212,0.00001720816,0.0001604754,0.00014971,0.00003241903,0.00001896664],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001671224,0.00001327952,0.792878,0.00002308265,0.000007817908,1.031348e-7,0.000263143,0.002420102,0.1934582,0.00001709323,0.00002242641,0.01072961],"study_design_scores_gemma":[0.0003020606,0.0002876599,0.9796344,0.00001526566,0.00001410999,0.00001001193,0.001044021,0.006024631,0.01154697,0.0009942309,0.00005353538,0.00007308839],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9835416,0.00003995115,0.01498273,0.0001180047,0.0001208097,0.001161142,0.00001063778,0.000002033097,0.00002308986],"genre_scores_gemma":[0.9809271,0.00001265887,0.01893129,0.00002237335,0.00001522055,0.00004417726,0.000002914332,0.000002455579,0.00004180899],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1867564,"threshold_uncertainty_score":0.4916109,"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."}}