{"id":"W4386692111","doi":"10.1016/j.oneear.2023.08.017","title":"Prioritizing global conservation of migratory birds over their migration network","year":2023,"lang":"en","type":"article","venue":"One Earth","topic":"Ecology and Vegetation Dynamics Studies","field":"Environmental Science","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"China Scholarship Council","keywords":"Geography; Bird migration; Economic geography; Environmental resource management; Ecology; Biology; Environmental science","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0006288595,0.0002263772,0.0001925792,0.001574142,0.0003115931,0.0009822788,0.000244949,0.000229068,0.001421086],"category_scores_gemma":[0.002459778,0.0001159892,0.0001985392,0.001891184,0.0001982186,0.00105679,0.0006491084,0.000256076,0.0001539176],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003660253,"about_ca_system_score_gemma":0.0004612694,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01336984,"about_ca_topic_score_gemma":0.05847262,"domain_scores_codex":[0.9997427,0.0001135616,0.00001500948,0.00005949955,0.00002976946,0.00003941948],"domain_scores_gemma":[0.9991384,0.0002491323,0.000340998,0.00008347945,0.0001219943,0.00006605241],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006670132,0.00002431344,0.8761289,0.0002385324,0.0002204201,0.00007198636,0.0006912108,0.02475479,0.00286137,0.00227839,0.001810386,0.09085304],"study_design_scores_gemma":[0.000007725604,0.00005247082,0.9500106,0.0001351899,0.0001097982,0.0001349292,0.002757188,0.033597,0.0007667179,0.003175885,0.00922822,0.00002431003],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9822388,0.0009222338,0.01034752,0.0004844089,0.00001818061,0.0000278388,0.0018632,0.0000692159,0.004028615],"genre_scores_gemma":[0.9917582,0.0003714224,0.00673875,0.00002956885,0.000008298853,0.00001534284,0.0007710737,0.00001107842,0.0002963987],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01336984,"threshold_uncertainty_score":0.02658403,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01427281417712647,"score_gpt":0.2298502166384493,"score_spread":0.2155774024613229,"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."}}