{"id":"W4400681097","doi":"10.22541/au.172114827.70966904/v1","title":"Discriminating Overwintering Origins of a Long-Distance Migratory Shorebird Staging in the Midcontinent Flyway","year":2024,"lang":"en","type":"preprint","venue":"","topic":"Avian ecology and behavior","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; Environment and Climate Change Canada; University of Saskatchewan","funders":"","keywords":"Flyway; Overwintering; Geography; Fishery; Ecology; Biology","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":[0.0001649366,0.0001613475,0.0001216709,0.0006002972,0.000346846,0.0003702911,0.0001726056,0.0001437073,0.0004384059],"category_scores_gemma":[0.0003166934,0.00009768251,0.0001203193,0.0003124764,0.0002119389,0.0001859101,0.0002730974,0.0001379512,0.0001154184],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003730262,"about_ca_system_score_gemma":0.0002854861,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04071307,"about_ca_topic_score_gemma":0.2246483,"domain_scores_codex":[0.9999305,0.00001121521,0.000005000233,0.00002146032,0.00001254097,0.00001933142],"domain_scores_gemma":[0.9997547,0.00002580706,0.00009283008,0.0000130566,0.00004833814,0.00006523021],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003618118,0.0000123576,0.992188,0.000004545034,0.00001063025,0.00003237793,0.0003587243,0.00003513123,0.00411685,0.00001001448,0.00003416291,0.003161017],"study_design_scores_gemma":[4.844185e-7,0.00001239331,0.9994386,0.000001675295,0.000002233811,0.00002123757,0.0003028116,0.00007261007,0.00009045634,0.000003152567,0.00005338238,9.179998e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9998109,0.00001627991,0.00003762346,0.000003472952,4.864808e-7,0.000001599185,0.00003274455,0.000001242564,0.00009566855],"genre_scores_gemma":[0.9991502,0.00002568539,0.0003867115,0.000009660676,0.000001025679,0.000004752737,0.0002034595,0.000001205215,0.0002172613],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04071307,"threshold_uncertainty_score":0.08095217,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01653286993821458,"score_gpt":0.2706841384716075,"score_spread":0.254151268533393,"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."}}