{"id":"W2139596445","doi":"10.1111/j.1365-2427.2010.02432.x","title":"Influence of fish assemblage and shallow lake productivity on waterfowl communities in the Boreal Transition Zone of western Canada","year":2010,"lang":"en","type":"article","venue":"Freshwater Biology","topic":"Fish Ecology and Management Studies","field":"Environmental Science","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ducks Unlimited Canada; University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada; Johns Hopkins University","keywords":"Waterfowl; Piscivore; Ecology; Productivity; Habitat; Fishery; Biology; Geography; Predation; Predator","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003032275,0.000068958,0.0001251561,0.00002028303,0.00005442812,0.000002088835,0.0001645987,0.00004892892,0.00006356168],"category_scores_gemma":[0.00001104131,0.00004426968,0.000008362785,0.00003880756,0.0004770258,0.00005432386,0.00009349659,0.0001357986,0.000001106505],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000007907054,"about_ca_system_score_gemma":0.000004769112,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2454073,"about_ca_topic_score_gemma":0.998643,"domain_scores_codex":[0.9994588,0.0001290126,0.0001229369,0.0001056033,0.00005265301,0.0001309904],"domain_scores_gemma":[0.9997128,0.00006062581,0.00004284808,0.0001690253,0.000005267327,0.000009473569],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002833612,0.00006564686,0.9914344,0.00001849275,0.000008259653,0.000002694243,0.00196435,0.0001760111,0.004892896,0.00006207228,0.001158647,0.0001881808],"study_design_scores_gemma":[0.0001479907,0.0001314987,0.9871797,0.000004739427,0.000005513198,0.000001920139,0.0001795521,0.00001679996,0.002423712,0.0001725377,0.009686401,0.00004961526],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969115,0.000001262186,0.000002819583,0.002180261,0.00004306449,0.0001652694,0.00007079176,0.000003455491,0.0006215568],"genre_scores_gemma":[0.9989746,0.00001117338,0.0000215705,0.0008893705,0.000007710149,0.00002584441,0.00003441798,0.00000222523,0.00003315202],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7532356,"threshold_uncertainty_score":0.7596176,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007332289372580451,"score_gpt":0.2011581506044563,"score_spread":0.1938258612318758,"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."}}