{"id":"W2076975762","doi":"10.1007/s13157-013-0421-1","title":"Comparing Bird Community Composition Among Boreal Wetlands: Is Wetland Classification a Missing Piece of the Habitat Puzzle?","year":2013,"lang":"en","type":"article","venue":"Wetlands","topic":"Ecology and Vegetation Dynamics Studies","field":"Environmental Science","cited_by":17,"is_retracted":false,"has_abstract":false,"ca_institutions":"Environment and Climate Change Canada; University of Saskatchewan; University of Alberta; Ducks Unlimited Canada","funders":"","keywords":"Wetland; Boreal; Landscape ecology; Habitat; Ecology; Context (archaeology); Taiga; Ecological succession; Geography; Environmental science; 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":[0.0002952656,0.0001344966,0.0001982112,0.00003504332,0.0008237417,0.00003801234,0.0003064944,0.00009005757,0.0001412018],"category_scores_gemma":[0.00002963979,0.00009831745,0.00006909331,0.0002104872,0.0004934211,0.0002389268,0.000214527,0.0002958828,0.0001029845],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008371092,"about_ca_system_score_gemma":0.000006069256,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001876996,"about_ca_topic_score_gemma":0.0130098,"domain_scores_codex":[0.9989323,0.0002204658,0.0002885448,0.0001625675,0.0001907055,0.0002054231],"domain_scores_gemma":[0.9991964,0.0001666414,0.0002172627,0.0003421984,0.00002998797,0.00004747589],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000008543597,0.00008929743,0.9921771,0.00001620861,0.00002092731,1.5151e-7,0.001229565,0.0001422695,0.00433436,0.0001054148,0.001490904,0.0003852136],"study_design_scores_gemma":[0.0003710305,0.00003240587,0.9662528,0.00003380594,0.00002504326,0.00000313843,0.0003281318,0.03129692,0.0005433175,0.0008944003,0.0001073052,0.000111719],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.97644,0.00001076038,0.0004827883,0.001226317,0.0001065664,0.0002448315,0.000004316925,0.00004938235,0.02143504],"genre_scores_gemma":[0.9992359,0.00001380412,0.0002556671,0.0002302496,0.00001793354,0.00003226892,0.00002232732,0.00001280651,0.0001789989],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03115465,"threshold_uncertainty_score":0.7259774,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02168788903345638,"score_gpt":0.2353352125683169,"score_spread":0.2136473235348605,"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."}}