{"id":"W2582973772","doi":"10.1676/15-198.1","title":"Bird Observatories: An Underutilized Resource For Migration Study","year":2016,"lang":"en","type":"article","venue":"The Wilson Journal of Ornithology","topic":"Avian ecology and behavior","field":"Environmental Science","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Environment and Climate Change Canada; Carleton University","funders":"Wilson Ornithological Society; Bird Studies Canada","keywords":"Observatory; Resource (disambiguation); Geography; Bird migration; Destinations; Population; Citizen science; Environmental resource management; Ecology; Environmental planning; Tourism; Biology; Archaeology; Computer science; Sociology; Environmental science","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.02275275,0.0007998782,0.001945763,0.008840015,0.004445943,0.00545702,0.005683007,0.002419387,0.1207348],"category_scores_gemma":[0.06291889,0.0008963575,0.0008944461,0.008930747,0.001991741,0.007980932,0.01012993,0.00279012,0.04544671],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002089736,"about_ca_system_score_gemma":0.01630981,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01600761,"about_ca_topic_score_gemma":0.02310384,"domain_scores_codex":[0.9827076,0.0082719,0.001655417,0.002207285,0.004084211,0.001073586],"domain_scores_gemma":[0.8414222,0.05651978,0.01239166,0.03371719,0.03198421,0.02396509],"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":[0.0005560858,0.000167826,0.01657589,0.002506451,0.00009218283,0.0006100411,0.00334095,0.0001367642,0.001456761,0.00474396,0.6364297,0.3333834],"study_design_scores_gemma":[0.00007980152,0.0001241539,0.01600019,0.002911201,0.00005384774,0.0008623942,0.005907268,0.0002990009,0.000327942,0.002708702,0.9706388,0.00008675643],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1042235,0.1010301,0.08172885,0.2656156,0.02462783,0.004952718,0.1759398,0.02327735,0.2186044],"genre_scores_gemma":[0.3226103,0.06210358,0.2453212,0.04757109,0.01284588,0.009735238,0.1126232,0.01213449,0.175055],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1207348,"threshold_uncertainty_score":0.403898,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04292193771643195,"score_gpt":0.2965161081305562,"score_spread":0.2535941704141242,"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."}}