{"id":"W7138933237","doi":"10.18194/ws.00390","title":"Status of the Snowy Plover in Canada","year":2025,"lang":"","type":"article","venue":"Wader Study","topic":"Avian ecology and behavior","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Plover; Charadrius; Habitat; Population; Pluvialis; Breeding pair; Nest (protein structural motif); Foraging","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001251671,0.0001368219,0.000212267,0.00002438776,0.0001287789,0.000005535687,0.0004121563,0.00005655747,0.003710744],"category_scores_gemma":[0.00002730394,0.0001017065,0.00003675472,0.000485666,0.000207856,0.00005448788,0.0005021094,0.0002828866,0.0000385595],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001205115,"about_ca_system_score_gemma":0.0009100459,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.883303,"about_ca_topic_score_gemma":0.9970723,"domain_scores_codex":[0.9984776,0.0001475275,0.0003382037,0.0002978545,0.0002669824,0.0004717718],"domain_scores_gemma":[0.9993967,0.00005290832,0.00008261305,0.000409065,0.000005136395,0.00005356564],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001516228,0.000805761,0.9920086,0.000005204858,0.0000207444,0.00001401204,0.001808779,0.0001228585,0.00005942355,0.000005404856,0.001105728,0.004028315],"study_design_scores_gemma":[0.000710307,0.00006609822,0.9873288,0.00001541587,0.00006405478,2.571462e-7,0.01007565,0.00001589731,0.0003402928,0.00001837473,0.001272725,0.00009215216],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9930583,0.0001178893,0.000001045365,0.0004630786,0.0008265745,0.0007493897,0.00002187921,0.000001707554,0.00476009],"genre_scores_gemma":[0.9943885,0.00001166279,0.00000386922,0.0003687897,0.000004991958,0.00001569888,1.809783e-7,0.000004588182,0.005201669],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1137694,"threshold_uncertainty_score":0.9972,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01034616724577394,"score_gpt":0.2391728484155625,"score_spread":0.2288266811697886,"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."}}