{"id":"W7147238923","doi":"10.29173/bluejay6421","title":"2024 Prairie Canada Piping Plover Census: Saskatchewan Results","year":2025,"lang":"","type":"article","venue":"Blue Jay","topic":"Water Quality and Resources Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"SaskPower; Environment and Climate Change Canada; Ministry of Environment; Nature Conservancy of Canada; Ministry of Environment - Saskatchewan; Bird Studies Canada; Alberta Conservation Association","keywords":"Plover; Piping; Hydrology (agriculture); Exclosure; Flood myth","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00064425,0.0006660419,0.0002980997,0.003382674,0.001231815,0.0006972598,0.001539277,0.000646887,0.05441988],"category_scores_gemma":[0.002126585,0.0005537927,0.0006053541,0.006405829,0.0001468914,0.0005670254,0.0008566664,0.0006612001,0.01917425],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008626918,"about_ca_system_score_gemma":0.02176914,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.957992,"about_ca_topic_score_gemma":0.9799458,"domain_scores_codex":[0.9994442,0.00005428092,0.00005668927,0.0000727213,0.000184892,0.0001871734],"domain_scores_gemma":[0.9976079,0.00008559471,0.00009992283,0.0001182481,0.001854989,0.0002333187],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0001097457,0.0000734941,0.08305589,0.0002188895,0.00007784587,0.0001399814,0.0001473574,0.0009299181,0.0003833627,0.000712561,0.8884838,0.02566723],"study_design_scores_gemma":[0.0001350424,0.00002556073,0.6286624,0.0004148119,0.00005552615,0.0000966937,0.001263818,0.001230351,0.0007281706,0.0006550268,0.3666616,0.00007099085],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.01610536,0.0001986925,0.0003808227,0.001022052,0.0001347762,0.000349255,0.9613788,0.0001480097,0.02028216],"genre_scores_gemma":[0.05357306,0.001041953,0.00337549,0.002244659,0.00004904962,0.0013116,0.8119264,0.0001951802,0.1262826],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.05441988,"threshold_uncertainty_score":0.1820526,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02422787341944722,"score_gpt":0.2312803618640996,"score_spread":0.2070524884446524,"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."}}