{"id":"W1577022667","doi":"","title":"Ecological Factors Underlying the Nonbreeding Distribution of Western Sandpipers","year":2003,"lang":"en","type":"dissertation","venue":"Summit (Simon Fraser University)","topic":"Avian ecology and behavior","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Smithsonian Tropical Research Institute; Natural Sciences and Engineering Research Council of Canada; Government of Canada; Simon Fraser University; Smithsonian Institution","keywords":"Calidris; Ecology; Predation; Latitude; Biology; Foraging; Niche; Predator; Intertidal zone; Geography","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002161006,0.0001055309,0.000123972,0.000452054,0.0002086749,0.0002528274,0.0001258788,0.0001617232,0.0006024779],"category_scores_gemma":[0.0005036557,0.0001323696,0.0001079658,0.0002806136,0.0002815239,0.0001816255,0.0002102783,0.0001467822,0.00007857638],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001713325,"about_ca_system_score_gemma":0.0001293073,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003431603,"about_ca_topic_score_gemma":0.01340843,"domain_scores_codex":[0.9998953,0.00002290096,0.00001082734,0.00003765065,0.00001507768,0.00001819604],"domain_scores_gemma":[0.9996274,0.00005845907,0.0002308968,0.00001474942,0.00002270717,0.00004571069],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000713765,0.00001974212,0.9867954,0.00003248667,0.00003550854,0.0001256863,0.000555845,0.00006294642,0.008005355,0.00008580722,0.00003795223,0.004171836],"study_design_scores_gemma":[4.599449e-7,0.000009843382,0.9997829,0.000001066814,0.000002872496,0.00002688893,0.00008865933,0.00002579351,0.00002695818,0.00001241087,0.00002169311,5.266942e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996436,0.00009125036,0.00003344211,0.000009847559,5.590932e-7,0.000001597339,0.00001700164,0.000001039955,0.0002016097],"genre_scores_gemma":[0.9997362,0.00008228428,0.00006169672,0.000007199685,0.000002540739,0.00000159659,0.00003436586,6.722499e-7,0.00007345318],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003431603,"threshold_uncertainty_score":0.006823242,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02463418727130158,"score_gpt":0.237334752160081,"score_spread":0.2127005648887794,"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."}}