{"id":"W2074941963","doi":"10.1038/srep01057","title":"Long-term change in a meso-predator community in response to prolonged and heterogeneous human impact","year":2013,"lang":"en","type":"article","venue":"Scientific Reports","topic":"Ichthyology and Marine Biology","field":"Environmental Science","cited_by":136,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"Oak Foundation","keywords":"Fishing; Abundance (ecology); Geography; Predation; Ecology; Fishery; Predator; Apex predator; 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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002593095,0.0001287246,0.000179378,0.0001657134,0.0002230299,0.00006019869,0.0001850907,0.0001047069,0.001225921],"category_scores_gemma":[0.0001645696,0.0001077925,0.0000297155,0.0003131339,0.0004063692,0.0001980438,0.0005814246,0.0002127843,0.000170848],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001454048,"about_ca_system_score_gemma":0.0000169965,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.00695589,"about_ca_topic_score_gemma":0.02467394,"domain_scores_codex":[0.9982164,0.0005166188,0.00030656,0.0004432405,0.0001307578,0.0003864119],"domain_scores_gemma":[0.9990596,0.00004360955,0.0000804002,0.0006618944,0.000009288548,0.0001451828],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006470342,0.0001058388,0.9201761,0.000003524452,0.000002485478,0.0002984331,0.002054663,0.00001558758,0.07552614,3.495296e-7,0.0002697592,0.001482445],"study_design_scores_gemma":[0.0001480473,0.0001700245,0.9973751,0.000009661131,0.000001956572,0.0002847001,0.00001697606,0.00001795212,0.0012677,0.0004247371,0.0001653098,0.0001178064],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983785,0.00002331481,7.221873e-7,0.0001855499,0.0004013702,0.0008076401,0.000001139294,0.00002043212,0.0001812975],"genre_scores_gemma":[0.9991517,6.625885e-7,0.0000351788,0.0001281532,0.000009323129,0.0001742307,0.00001567502,0.000007267291,0.0004777919],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07719906,"threshold_uncertainty_score":0.9996871,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02494921377986544,"score_gpt":0.2955847604265482,"score_spread":0.2706355466466828,"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."}}