{"id":"W1542811256","doi":"10.1002/rra.2568","title":"PATCH CHANGE AND THE SHIFTING MOSAIC OF AN ENDANGERED BIRD'S HABITAT ON A LARGE MEANDERING RIVER","year":2012,"lang":"en","type":"article","venue":"River Research and Applications","topic":"Hydrology and Sediment Transport Processes","field":"Environmental Science","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"McGill University; Department of Water Resources","keywords":"Riparian zone; Cuckoo; Endangered species; Habitat; Ecological succession; Meander (mathematics); Floodplain; Population; Ecology; Geography; Vegetation (pathology); Fluvial; Overbank; Riparian forest; Environmental science; Geology; Geomorphology; Biology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007348459,0.00005876532,0.00007807214,0.00002994135,0.0003903251,0.000009941067,0.0001206195,0.00003756697,0.0000998138],"category_scores_gemma":[0.00001110581,0.00003994799,0.00001210617,0.0001726443,0.0008735063,0.0002180912,0.00008351744,0.000145445,0.00004403257],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001161663,"about_ca_system_score_gemma":0.00000321715,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004207122,"about_ca_topic_score_gemma":0.0002997181,"domain_scores_codex":[0.9992105,0.00006630441,0.00008174416,0.0001603042,0.0001995385,0.0002815939],"domain_scores_gemma":[0.9995581,0.0001443476,0.00002242574,0.0001520352,0.000009739197,0.0001133611],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001995195,0.0007465724,0.8988922,0.00007852393,0.00003857008,0.000001797215,0.02791449,0.000008743671,0.002865379,0.0254983,0.000138663,0.0436172],"study_design_scores_gemma":[0.002078507,0.0002588359,0.9409273,0.00002685341,0.00002941677,0.000006198205,0.0009265751,0.001102691,0.003820113,0.01482365,0.0357767,0.0002232005],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975275,0.0003834671,0.0003435106,0.0005901021,0.000004624264,0.0004538108,0.00001784084,0.00001877903,0.000660336],"genre_scores_gemma":[0.999105,0.000243835,0.0001731573,0.00009581082,0.00004395626,0.0002829888,0.000007651087,0.000007177906,0.00004045594],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.043394,"threshold_uncertainty_score":0.3218471,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06495436868708694,"score_gpt":0.3184244425829176,"score_spread":0.2534700738958307,"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."}}