{"id":"W4364356960","doi":"10.1098/rspb.2023.0262","title":"Energetic connectivity of diverse elasmobranch populations – implications for ecological resilience","year":2023,"lang":"en","type":"article","venue":"Proceedings of the Royal Society B Biological Sciences","topic":"Ichthyology and Marine Biology","field":"Environmental Science","cited_by":41,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo; University of Windsor","funders":"","keywords":"Ecology; Ecosystem; Coral reef; Predation; Marine ecosystem; Biodiversity; Seagrass; Ecological resilience; Ecosystem diversity; Geography; Ecological stability; Habitat; Biology","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":[0.0003601093,0.000163068,0.0002161579,0.001148885,0.000407839,0.0005450898,0.0002460191,0.0001888597,0.001466239],"category_scores_gemma":[0.0008441938,0.0001410917,0.0001477376,0.0004109522,0.0006042511,0.0005992202,0.0008822229,0.0001671287,0.00009049389],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005198717,"about_ca_system_score_gemma":0.0001675072,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0112682,"about_ca_topic_score_gemma":0.03050477,"domain_scores_codex":[0.9998878,0.0000223974,0.000008574864,0.00004349185,0.000009809964,0.00002789955],"domain_scores_gemma":[0.9996831,0.00005641517,0.0001251283,0.00003092187,0.00004165828,0.00006274893],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006823569,0.00001623322,0.9829129,0.00002637543,0.000117927,0.00007233251,0.0008678804,0.0008625089,0.008806497,0.0003079188,0.00007781807,0.005863425],"study_design_scores_gemma":[0.000001516116,0.00001485136,0.9985267,0.000003643979,0.00001111912,0.00003901216,0.0005049882,0.0005497044,0.00007917797,0.0001885403,0.00007763942,0.00000322296],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996148,0.00005189554,0.00007016867,0.00001158274,5.367064e-7,0.000001047646,0.00003978924,0.000001635527,0.0002083875],"genre_scores_gemma":[0.9998419,0.0000170756,0.0000460487,0.000005181279,8.083262e-7,0.000001522297,0.0000460418,6.582314e-7,0.00004060545],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0112682,"threshold_uncertainty_score":0.02240521,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04467428658442712,"score_gpt":0.2874893044191671,"score_spread":0.24281501783474,"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."}}