{"id":"W4396878343","doi":"10.2139/ssrn.4826671","title":"Minimal Accumulation of Microplastics in Shorebirds at Migratory Stopover Sites in Canada","year":2024,"lang":"en","type":"preprint","venue":"SSRN Electronic Journal","topic":"Microplastics and Plastic Pollution","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Environment and Climate Change Canada; University of Saskatchewan","funders":"","keywords":"Microplastics; Geography; Ecology; Fishery; 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":[0.00008975778,0.0002351452,0.0003548937,0.001343449,0.00215257,0.001372456,0.0005555708,0.0004877941,0.001265619],"category_scores_gemma":[0.0003233628,0.0002728774,0.000176486,0.001126635,0.0007928484,0.0003250439,0.000436119,0.0002427359,0.0002699173],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005799557,"about_ca_system_score_gemma":0.005232241,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9292194,"about_ca_topic_score_gemma":0.9792225,"domain_scores_codex":[0.9998071,0.000005727962,0.000004495371,0.00004469187,0.0000582383,0.00007975528],"domain_scores_gemma":[0.9995408,0.0000232967,0.0000521528,0.000007222764,0.0002568557,0.0001196422],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005376526,0.00003918692,0.9613969,0.00007707922,0.00007179868,0.0003435636,0.002703098,0.0002801862,0.02735705,0.0001210863,0.0005266066,0.006545779],"study_design_scores_gemma":[0.000001805621,0.00001585101,0.9979455,0.000006742837,0.000006564109,0.00002712819,0.001100326,0.00008835523,0.0004406968,0.00000971075,0.0003537904,0.000003573974],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988834,0.0001065822,0.00003814522,0.00001405405,0.000001685779,0.000003345867,0.0003546925,0.00000377367,0.0005943567],"genre_scores_gemma":[0.9984677,0.0001061586,0.00009740478,0.00001071975,0.000001269345,0.000003331299,0.0004489958,0.000004848227,0.000859396],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07078063,"threshold_uncertainty_score":0.1423949,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0125973495141663,"score_gpt":0.2342416443810235,"score_spread":0.2216442948668572,"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."}}