{"id":"W7079600995","doi":"10.5683/sp3/41ezih","title":"Replication Data for: Effects of microplastics on survival, reproduction, and the microbiome of the freshwater oligochaete Tubifex tubifex","year":2025,"lang":"en","type":"dataset","venue":"Borealis","topic":"Geochemistry and Geologic Mapping","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph; McMaster University","funders":"","keywords":"Tubifex tubifex; Microplastics; Tubifex; Oligochaeta (plant); Microbiome; Replication (statistics)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.003157309,0.001851274,0.002071953,0.002107941,0.001599042,0.002782582,0.003518945,0.003255059,0.08618084],"category_scores_gemma":[0.02104713,0.0007945645,0.001761102,0.005332846,0.0006552722,0.001339652,0.002332505,0.002115419,0.051473],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001386545,"about_ca_system_score_gemma":0.00422201,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02904781,"about_ca_topic_score_gemma":0.04864899,"domain_scores_codex":[0.9979687,0.000383789,0.0003079282,0.0006938961,0.0004085163,0.0002371451],"domain_scores_gemma":[0.9927206,0.002446717,0.0007939643,0.001734097,0.001837284,0.0004673651],"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":[0.0003000329,0.00004834505,0.003687461,0.003048465,0.0002537727,0.00005598446,0.0000735603,0.0004988111,0.0004630655,0.0006244872,0.9873487,0.003597413],"study_design_scores_gemma":[0.001931505,0.00007751759,0.02403915,0.001093336,0.0003860953,0.0001140532,0.0001831068,0.0005584749,0.000874582,0.00266,0.9679763,0.0001058105],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0001703923,0.00006037541,0.00004366647,0.00006899265,0.00002811669,0.00001316366,0.9993155,0.00008977885,0.0002099628],"genre_scores_gemma":[0.001116261,0.00007241479,0.0003520932,0.00008476601,0.00001320997,0.0002137828,0.9973488,0.00005476168,0.0007439173],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.08618084,"threshold_uncertainty_score":0.2883036,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01557897646177921,"score_gpt":0.2479106553123504,"score_spread":0.2323316788505712,"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."}}