{"id":"W7113323732","doi":"","title":"Ontario Piping Plovers: A Declining Population","year":2025,"lang":"","type":"article","venue":"Digital Commons - University of South Florida (University of South Florida)","topic":"Canadian Identity and History","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Birds Canada","funders":"","keywords":"","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":[0.0001838058,0.0001681046,0.0002016472,0.0007216649,0.004380976,0.001349325,0.0006968566,0.000376042,0.005535073],"category_scores_gemma":[0.000507239,0.000129587,0.0001326179,0.00211225,0.001267082,0.0005641212,0.000495983,0.0003469518,0.0004580067],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01956295,"about_ca_system_score_gemma":0.01672275,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9847808,"about_ca_topic_score_gemma":0.9971805,"domain_scores_codex":[0.9997392,0.00001080142,0.000006142363,0.00003981711,0.0001303855,0.00007360893],"domain_scores_gemma":[0.9996414,0.00001795474,0.00006970532,0.00001376152,0.0001611857,0.00009595732],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004365398,0.00009695791,0.8046532,0.0003028586,0.00005837479,0.002445507,0.02119158,0.0005212891,0.009350412,0.005872268,0.02976227,0.1253088],"study_design_scores_gemma":[0.00001183304,0.00006310058,0.9355415,0.00003838622,0.00002721643,0.0003617922,0.02068384,0.0005625195,0.0003735465,0.0003065749,0.04201239,0.00001739921],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9664218,0.000504121,0.0002074844,0.001827444,0.00001891576,0.00003249358,0.001031115,0.00003601682,0.02992059],"genre_scores_gemma":[0.9849657,0.0005513583,0.0003549995,0.0001967461,0.000007780798,0.000008153445,0.0004609373,0.000007492061,0.01344687],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01956295,"threshold_uncertainty_score":0.1419398,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01773533194399191,"score_gpt":0.1936851236887596,"score_spread":0.1759497917447677,"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."}}