{"id":"W1984023279","doi":"10.1675/063.032.0107","title":"Population Trends of Atlantic Coast Piping Plovers, 1986–2006","year":2009,"lang":"en","type":"article","venue":"Waterbirds","topic":"Avian ecology and behavior","field":"Environmental Science","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Population; Threatened species; Endangered species; Productivity; Charadrius; Fishery; Geography; Census; Breeding pair; Ecology; Biology; Habitat; Demography","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0003456646,0.0002040764,0.0001239225,0.001109516,0.0003444162,0.0003886062,0.0002736301,0.0002499607,0.001894026],"category_scores_gemma":[0.001080513,0.0001534531,0.0002379488,0.001334822,0.0001674165,0.0004618975,0.0002481042,0.0004604024,0.0005575],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008688975,"about_ca_system_score_gemma":0.0005227393,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07119299,"about_ca_topic_score_gemma":0.153419,"domain_scores_codex":[0.999786,0.00001395255,0.00003268065,0.00007613444,0.00004975478,0.00004166833],"domain_scores_gemma":[0.9985391,0.00005903556,0.0008218235,0.00003703777,0.0003919936,0.0001510122],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006813187,0.00003076514,0.9903653,0.0000557048,0.00003654782,0.00004858863,0.0001810514,0.0001986656,0.0005020039,0.00003554237,0.001785641,0.006691902],"study_design_scores_gemma":[0.000001335592,0.00002221631,0.9982486,0.000009984326,0.000006724993,0.00007222069,0.00009132145,0.0000889111,0.00005402671,0.000002972359,0.0014002,0.000001563864],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9824505,0.0008501045,0.0002391991,0.0002431168,0.00002210118,0.00002269622,0.01241129,0.00005099132,0.003709812],"genre_scores_gemma":[0.9719754,0.001496181,0.0008700068,0.0002474076,0.00003865506,0.00004260426,0.02204502,0.00001317195,0.003271436],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07119299,"threshold_uncertainty_score":0.1415572,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008718345351140135,"score_gpt":0.2289416555514578,"score_spread":0.2202233102003177,"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."}}