{"id":"W3200548565","doi":"10.3389/fcosc.2021.723376","title":"Low Genetic Connectivity of Strongly Inbred Ruppia brevipedunculata in Aquaculture Dominated Lagoons (Viet Nam)","year":2021,"lang":"en","type":"article","venue":"Frontiers in Conservation Science","topic":"Marine and coastal plant biology","field":"Earth and Planetary Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Capital Regional District","funders":"Vlaamse Interuniversitaire Raad; Đại học Huế; Vrije Universiteit Brussel","keywords":"Seagrass; Biology; Inbreeding; Ecology; Aquaculture; Selfing; Fishery; Population; Habitat; Fish <Actinopterygii>","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":[0.0006519738,0.0001155571,0.0002670974,0.0002079361,0.00007687935,0.00004313973,0.000332293,0.00008513428,0.0002458042],"category_scores_gemma":[0.0004592403,0.0001038095,0.00003226574,0.001732444,0.0003984006,0.0003494285,0.00004706767,0.0001600231,0.000007358395],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000148301,"about_ca_system_score_gemma":0.0004881119,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00374643,"about_ca_topic_score_gemma":0.0287836,"domain_scores_codex":[0.9985117,0.0001534353,0.0003469913,0.000406083,0.0002739957,0.000307754],"domain_scores_gemma":[0.999297,0.0001212109,0.0001292542,0.0002300584,0.0001505335,0.00007197387],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004118948,0.00003010302,0.9684007,0.00002078811,0.000003462109,0.00003288628,0.0001101121,0.0006540089,0.001957223,0.00006806034,0.0007770083,0.02790452],"study_design_scores_gemma":[0.0004491004,0.00004717443,0.9609025,0.00004138162,0.000003882756,0.00001967074,0.0004786864,0.03309916,0.001944716,0.0006924706,0.002182986,0.0001383094],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9945874,0.0003458273,0.001078467,0.0006277321,0.0004441378,0.0001595036,0.00009767417,0.00001084609,0.002648419],"genre_scores_gemma":[0.9937242,0.00007832563,0.005317611,0.0002751586,0.00001223718,0.000001791995,0.0001251454,0.000001502184,0.0004640606],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03244516,"threshold_uncertainty_score":0.9889386,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0130347976999772,"score_gpt":0.2216524000159482,"score_spread":0.208617602315971,"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."}}