{"id":"W3134235287","doi":"10.1002/ece3.7240","title":"Sandpipers go with the flow: Correlations between estuarine conditions and shorebird abundance at an important stopover on the Pacific Flyway","year":2021,"lang":"en","type":"article","venue":"Ecology and Evolution","topic":"Avian ecology and behavior","field":"Environmental Science","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"Environment and Climate Change Canada","funders":"","keywords":"Calidris; Sandpiper; Flyway; Estuary; Intertidal zone; Habitat; Fishery; Environmental science; Ecology; Discharge; Geography; Abundance (ecology); Biology; Drainage basin","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001877578,0.00009448593,0.0000946012,0.00001197581,0.001133302,0.00001214946,0.00006192014,0.000105906,0.001497466],"category_scores_gemma":[0.00002115373,0.00005568536,0.000016877,0.0001027518,0.0007977908,0.0001185124,0.00007026967,0.0001940537,0.0001163311],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001083808,"about_ca_system_score_gemma":0.00001884639,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001377044,"about_ca_topic_score_gemma":0.005635418,"domain_scores_codex":[0.9992762,0.0001223417,0.0001066762,0.000245018,0.00007070379,0.0001790124],"domain_scores_gemma":[0.9995117,0.0001935352,0.00005460562,0.0001762397,0.00000836474,0.00005559052],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001789354,0.00004720462,0.995878,6.296591e-7,0.00001183471,0.00000782894,0.0003711778,0.0002014107,0.0002151033,0.0005439572,0.002603904,0.0001010731],"study_design_scores_gemma":[0.0002098038,0.00019927,0.996392,0.00000231419,0.00006331655,0.00005394276,0.0005046575,0.0004049865,0.000034527,0.0005301044,0.001521642,0.00008341484],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9942981,0.00003683294,0.0001019942,0.00406979,0.00008819203,0.000172069,0.00002258514,0.00001777102,0.001192681],"genre_scores_gemma":[0.9974095,0.00002132905,0.00005206415,0.0002898943,0.00003084478,0.00003683135,0.00004956192,0.000005674972,0.002104341],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005621647,"threshold_uncertainty_score":0.9994153,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008472420866636878,"score_gpt":0.214050559207264,"score_spread":0.2055781383406272,"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."}}