{"id":"W4410549628","doi":"10.1016/j.jglr.2025.102604","title":"Silent invaders of freshwater ecosystems: Unveiling the microplastic crisis threatening the world’s largest soda lake (Lake Van, Türkiye)","year":2025,"lang":"en","type":"article","venue":"Journal of Great Lakes Research","topic":"Microplastics and Plastic Pollution","field":"Environmental Science","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Türkiye Bilimsel ve Teknolojik Araştırma Kurumu","keywords":"Ecosystem; Oceanography; Freshwater ecosystem; Lake ecosystem; Geography; Marine ecosystem; Environmental science; Fishery; Ecology; Geology; Biology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.0009668915,0.0004384893,0.0002200918,0.0005321131,0.002765148,0.00317377,0.0007324705,0.001508214,0.005911983],"category_scores_gemma":[0.001551068,0.0001605415,0.0002402827,0.0004241724,0.00401706,0.003326284,0.004979507,0.002047619,0.0003147427],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001586686,"about_ca_system_score_gemma":0.002737836,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005995673,"about_ca_topic_score_gemma":0.02243558,"domain_scores_codex":[0.9996213,0.00008702394,0.000008893064,0.000039004,0.00008056146,0.0001631313],"domain_scores_gemma":[0.9991543,0.0001526419,0.0001780125,0.00004358966,0.0001199656,0.0003514112],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001556353,0.0005020747,0.1627962,0.001614309,0.0002407446,0.007851133,0.06908694,0.002185241,0.08259045,0.1474221,0.0746331,0.4495214],"study_design_scores_gemma":[0.0001470155,0.001461154,0.216314,0.0008944332,0.0001973164,0.001983903,0.1937071,0.002843125,0.01029338,0.09441411,0.4775177,0.0002268489],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9031074,0.007442021,0.002359876,0.04597364,0.00078652,0.00003200424,0.0002245317,0.0001123459,0.03996155],"genre_scores_gemma":[0.9916474,0.001915931,0.0006315634,0.002593086,0.0001377533,0.00001351544,0.00005512562,0.00001584329,0.002989845],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005995673,"threshold_uncertainty_score":0.01977754,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02941981370140779,"score_gpt":0.2930445733643993,"score_spread":0.2636247596629915,"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."}}