{"id":"W2122407194","doi":"10.1890/13-1910.1","title":"Water quality, habitat, land use, waterfowl, and fish community data from wetlands in the Boreal Transition Zone, Alberta","year":2014,"lang":"en","type":"article","venue":"Ecology","topic":"Fish Ecology and Management Studies","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Golder Associates (Canada); Ducks Unlimited Canada; University of Alberta","funders":"","keywords":"Waterfowl; Wetland; Habitat; Geography; Ecology; Fishery; Environmental science; Biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005368691,0.0004127714,0.0002397852,0.00222679,0.001259148,0.0007930857,0.0007947857,0.0001948274,0.0007048616],"category_scores_gemma":[0.0006421256,0.0002526664,0.0002529713,0.004136674,0.000505698,0.0002280585,0.0006607043,0.0003113817,0.0001614291],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008580057,"about_ca_system_score_gemma":0.007156826,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.977489,"about_ca_topic_score_gemma":0.9940527,"domain_scores_codex":[0.9995566,0.00002692677,0.00002898109,0.00007719981,0.0002081713,0.0001021002],"domain_scores_gemma":[0.998988,0.00006288483,0.0001414164,0.00005891561,0.000488351,0.0002604884],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002116759,0.000110405,0.9779088,0.00005543884,0.00007643705,0.0003231045,0.0009299283,0.0008066577,0.002299155,0.000117385,0.002788301,0.01437276],"study_design_scores_gemma":[0.000009655148,0.00001124366,0.997969,0.000007414799,0.00001458856,0.00002707982,0.0004008674,0.0002467882,0.0001242575,0.000009674098,0.001174056,0.000005360652],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.989375,0.0001943369,0.0002263194,0.0000440465,0.000004879147,0.00005811627,0.007852985,0.00002270717,0.002221721],"genre_scores_gemma":[0.9733301,0.000490214,0.0017669,0.0001230407,0.00000856329,0.00009743153,0.02105605,0.00001166557,0.003115818],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02251101,"threshold_uncertainty_score":0.062253,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03241893888878588,"score_gpt":0.2529603352791062,"score_spread":0.2205413963903203,"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."}}