{"id":"W4289731055","doi":"10.3389/fmars.2022.926442","title":"Using larval connectivity to inform conservation management of the endemic and threatened Atlantic mud-piddock (Barnea truncata) in the Minas Basin Canada","year":2022,"lang":"en","type":"article","venue":"Frontiers in Marine Science","topic":"Marine Biology and Ecology Research","field":"Earth and Planetary Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University; Bedford Institute of Oceanography; Fisheries and Oceans Canada","funders":"Fisheries and Oceans Canada","keywords":"Metapopulation; Threatened species; Population; Structural basin; Geography; Ecology; Fishery; Biological dispersal; Oceanography; Biology; Habitat; Geology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.000381581,0.0002452558,0.0002058688,0.0004500849,0.0006237089,0.0007448242,0.0006801504,0.0003374194,0.000658007],"category_scores_gemma":[0.00165229,0.0001580903,0.00030005,0.0003354486,0.0003881786,0.0003849941,0.0005334937,0.0002650869,0.00003297459],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003709628,"about_ca_system_score_gemma":0.003211457,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6745716,"about_ca_topic_score_gemma":0.773856,"domain_scores_codex":[0.9998885,0.00002809598,0.000005425652,0.00003175244,0.00001375357,0.00003239167],"domain_scores_gemma":[0.9995621,0.0001319179,0.0001211233,0.00001748449,0.00006694761,0.00010031],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007629736,0.00005864114,0.6985354,0.00003022056,0.0001861258,0.0001323755,0.0002594362,0.2928351,0.0009115611,0.0006201373,0.0003935732,0.005961252],"study_design_scores_gemma":[0.00006174509,0.0001364879,0.2478171,0.00004129566,0.0001546521,0.00004696454,0.0009411586,0.7488642,0.0005140243,0.0006879444,0.0007032133,0.00003130477],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998757,0.00003691515,0.0005062607,0.0001127295,0.000002758695,0.000007472824,0.0001299374,0.00001023286,0.0004367442],"genre_scores_gemma":[0.9993234,0.00002041252,0.0004687905,0.00001435811,7.032746e-7,0.000004285574,0.00008398772,0.000001750009,0.00008234975],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3254284,"threshold_uncertainty_score":0.6546897,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02305295826157282,"score_gpt":0.239418320081411,"score_spread":0.2163653618198381,"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."}}