{"id":"W6977668742","doi":"10.6084/m9.figshare.c.6471283","title":"Supplementary material from \"Energetic connectivity of diverse elasmobranch populations – implications for ecological resilience\"","year":2023,"lang":"en","type":"other","venue":"Figshare","topic":"Probability and Statistical Research","field":"Mathematics","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Ecosystem; Predation; Habitat; Ecosystem diversity; Ecological resilience; Energy flow; Psychological resilience; Resource (disambiguation); Ecological stability","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":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00009390114,0.0001571825,0.0003483997,0.00008385991,0.00008896904,0.0000207788,0.0003019435,0.0002536896,0.5092806],"category_scores_gemma":[0.008723754,0.0001437558,0.0001144422,0.0001235373,0.00003453756,0.00002380586,0.0002050018,0.0001197772,0.0001180529],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007052791,"about_ca_system_score_gemma":0.00008877953,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003902268,"about_ca_topic_score_gemma":0.007496614,"domain_scores_codex":[0.9988261,0.00008537956,0.0002875998,0.000351284,0.0001878091,0.000261781],"domain_scores_gemma":[0.9967281,0.002544477,0.0001550168,0.0003966969,0.00009022647,0.00008552332],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001822473,0.0001357706,0.0001090028,0.0003767772,0.00004133833,0.000001198961,0.00001348678,0.000001382352,0.00001336202,0.01690881,0.9818743,0.0005063391],"study_design_scores_gemma":[0.0006881195,0.0001950736,0.02100236,0.001180811,0.0001302466,6.10059e-7,0.00003403835,0.0001722993,0.0001927827,0.7471656,0.228806,0.0004320918],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0002252106,0.000007880796,0.0001961754,0.0001892277,0.00009737871,0.001078441,0.9938746,0.0001411314,0.00418995],"genre_scores_gemma":[0.01908606,0.000009428362,0.02049844,0.00003962673,0.0004454166,0.003631373,0.9318936,0.0005256418,0.02387041],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.7530683,"threshold_uncertainty_score":0.9996262,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2345920885251877,"score_gpt":0.4204674550861791,"score_spread":0.1858753665609914,"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."}}