{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008754975,0.00009274652,0.0001725474,0.00001159755,0.0005756872,0.000006777531,0.0006720966,0.0001537316,0.000160505],"category_scores_gemma":[0.0006700801,0.00005041826,0.0002023035,0.0006620226,0.002610925,0.00006339567,0.0006616703,0.00007937811,0.00001374955],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003157087,"about_ca_system_score_gemma":0.00001154646,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000934865,"about_ca_topic_score_gemma":0.00001259686,"domain_scores_codex":[0.9990267,0.00001874144,0.000211246,0.0003322215,0.0001118307,0.0002992988],"domain_scores_gemma":[0.9994279,0.0002659173,0.0001630533,0.00006468404,0.00003664481,0.00004178104],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000009345388,0.00006730472,0.9525232,0.000005393626,0.00000482387,7.239226e-9,0.00006757915,0.000498252,0.02347437,0.0197195,0.003110894,0.00051935],"study_design_scores_gemma":[0.0000929642,0.0002531735,0.9627014,0.000002747248,0.000009679014,6.006023e-7,0.0001803839,0.001800512,0.001989407,0.03260617,0.0002888596,0.00007407286],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9948171,0.00000735634,0.00007513569,0.001603763,0.0001101864,0.0002833528,0.00001838766,0.00004184029,0.003042842],"genre_scores_gemma":[0.9977961,0.0000170362,0.001736805,0.000128215,0.00001955893,0.00005885658,0.000001899151,0.000001758987,0.0002397998],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02148496,"threshold_uncertainty_score":0.962006,"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."}}