{"id":"W3099595617","doi":"10.1111/ecog.05452","title":"Inferred seasonal interaction rewiring of a freshwater stream fish network","year":2020,"lang":"en","type":"article","venue":"Ecography","topic":"Fish Ecology and Management Studies","field":"Environmental Science","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"The Scarborough Hospital; University of Toronto","funders":"","keywords":"Piscivore; Trophic level; Ecology; Biology; Seasonality; Abundance (ecology); Predation; Predator","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":[0.00005902092,0.00006781361,0.00009504442,0.00001737175,0.00007278632,0.000006735587,0.00009004467,0.00002666391,0.002698306],"category_scores_gemma":[0.00001420614,0.0000639299,0.0000619639,0.0002230282,0.00008433584,0.0001372318,0.0001903543,0.00007137728,0.00009065792],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008148319,"about_ca_system_score_gemma":8.352582e-7,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002422134,"about_ca_topic_score_gemma":0.00187255,"domain_scores_codex":[0.9994868,0.00002110892,0.0001120331,0.0001554131,0.0000779956,0.0001466704],"domain_scores_gemma":[0.9998118,0.00002431062,0.00005486072,0.00006816287,0.000003085051,0.00003773363],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002034055,0.00002149305,0.7123083,0.000006769719,0.0000442558,0.000001926752,0.0001938211,0.001021363,0.00003068542,0.00001930464,0.2857407,0.0005910425],"study_design_scores_gemma":[0.0001806654,0.00009790905,0.9100414,0.000008141467,0.00002151193,3.139608e-7,0.0000913127,0.0008035757,0.0001355564,0.0003520859,0.08817959,0.00008792085],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9564111,0.0000103514,0.0001756928,0.002993518,0.0002,0.0001335391,0.00000909771,0.00005470826,0.04001199],"genre_scores_gemma":[0.9969924,0.00002377715,0.0005420945,0.0022925,0.00006168383,0.00001155001,0.000008739205,0.000004649704,0.00006257021],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1977331,"threshold_uncertainty_score":0.9982134,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01207317707740552,"score_gpt":0.2081202536976524,"score_spread":0.1960470766202469,"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."}}