{"id":"W7164162407","doi":"10.5683/sp3/zrihxj","title":"Replication Data for: Evidence of Microplastic Ingestion in Ringed Seals (Pusa hispida) from the Canadian Arctic","year":2025,"lang":"","type":"dataset","venue":"Borealis","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Environment and Climate Change Canada; MacEwan University","funders":"","keywords":"Microplastics; Marine debris; Seal (emblem); Arctic; Ingestion; Replication (statistics)","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":[0.001818624,0.001725101,0.001337958,0.004073121,0.003453901,0.002540475,0.003246303,0.001244419,0.01979167],"category_scores_gemma":[0.008877629,0.0006144415,0.001181999,0.007843846,0.0008006373,0.0006436316,0.001676499,0.001218395,0.0140865],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008000042,"about_ca_system_score_gemma":0.02688778,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9202034,"about_ca_topic_score_gemma":0.9548461,"domain_scores_codex":[0.9981432,0.0001059705,0.0001377659,0.0004588514,0.0007537768,0.000400403],"domain_scores_gemma":[0.9922226,0.000613789,0.0006854376,0.0009760321,0.004823646,0.0006784255],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002372071,0.00004277464,0.01793553,0.001296718,0.000210377,0.00009558073,0.0001729394,0.0005648995,0.0006032327,0.0005495336,0.9713575,0.006933697],"study_design_scores_gemma":[0.0003395274,0.00003813496,0.1293484,0.0006718689,0.0002372547,0.0001050607,0.0005030084,0.0006012454,0.001139377,0.0005086357,0.8663878,0.0001198593],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0008575191,0.0001033035,0.00004658275,0.00004813644,0.0000236119,0.00001804869,0.998148,0.00009060986,0.0006643194],"genre_scores_gemma":[0.002329266,0.00007147159,0.0002653229,0.00003313303,0.000006999418,0.00006425977,0.9963074,0.00002955297,0.0008925966],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.07979655,"threshold_uncertainty_score":0.160533,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08106767576112414,"score_gpt":0.3405388823219667,"score_spread":0.2594712065608425,"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."}}