{"id":"W1586258695","doi":"10.22621/cfn.v120i1.237","title":"Predicting Bird Oiling Events at Oil Sands Tailings Ponds and Assessing the Importance of Alternate Waterbodies for Waterfowl: a Preliminary Assessment","year":2006,"lang":"en","type":"article","venue":"The Canadian Field-Naturalist","topic":"Avian ecology and behavior","field":"Environmental Science","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"University of Alberta","keywords":"Waterfowl; Tailings; Environmental science; Wildlife; Fishery; Ecology; Natural (archaeology); Spring (device); Wetland; Geography; Habitat; Biology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.0004984625,0.0001512317,0.0001522478,0.00002972849,0.0009211567,0.00005156399,0.000324547,0.0001210121,0.0002302674],"category_scores_gemma":[0.00003674484,0.00009074975,0.00005951538,0.00006967498,0.0002367828,0.000179863,0.000156967,0.0002367074,0.000008286411],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002742761,"about_ca_system_score_gemma":0.00004085678,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.05008904,"about_ca_topic_score_gemma":0.4282719,"domain_scores_codex":[0.9988616,0.00005695514,0.0002659513,0.0002683976,0.0001505204,0.0003965958],"domain_scores_gemma":[0.9992853,0.0002001398,0.0001496932,0.0002633835,0.00001644976,0.00008507041],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001993948,0.000009942453,0.9949124,0.00001976622,0.00001155453,0.00001063006,0.0003239008,0.000108917,0.002634767,0.00003777855,0.0009144356,0.0009959033],"study_design_scores_gemma":[0.0003871804,0.00008398667,0.9889631,0.0000552916,0.0001003094,0.00006039111,0.0002334645,0.002305833,0.005711278,0.0007574999,0.001124037,0.0002175841],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9918273,0.00009374945,0.000006884307,0.006078597,0.0002193322,0.0001700528,0.00001774,0.00002107716,0.001565247],"genre_scores_gemma":[0.9946655,0.00001065259,0.0002873919,0.000758676,0.00007125836,0.00004036104,0.00001694699,0.0000178394,0.004131372],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3781829,"threshold_uncertainty_score":0.9562365,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01173433767217418,"score_gpt":0.2605869604415326,"score_spread":0.2488526227693584,"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."}}