{"id":"W4411861950","doi":"10.1016/j.aquatox.2025.107478","title":"Mechanistic insights into microplastic-induced reproductive toxicity in aquatic organisms: A comprehensive review","year":2025,"lang":"en","type":"review","venue":"Aquatic Toxicology","topic":"Microplastics and Plastic Pollution","field":"Environmental Science","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"Natural Sciences and Engineering Research Council of Canada; University of Saskatchewan","keywords":"Biology; Microplastics; Bioaccumulation; Adverse Outcome Pathway; Ecology; Computational biology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0004164746,0.000882849,0.00104696,0.002468329,0.0002942527,0.000963355,0.0005687745,0.0008173703,0.004743682],"category_scores_gemma":[0.0007038001,0.0002471591,0.000691587,0.002252415,0.0002909637,0.001143337,0.0006040498,0.0009257848,0.001186952],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000477752,"about_ca_system_score_gemma":0.001719923,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001201927,"about_ca_topic_score_gemma":0.002038185,"domain_scores_codex":[0.9998649,0.00001932846,0.00002399204,0.00003004745,0.00004638863,0.00001538142],"domain_scores_gemma":[0.9996774,0.0001566973,0.00005075412,0.000008727753,0.00008203053,0.0000244197],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000993764,0.0001048593,0.0003786561,0.0792532,0.0002321112,0.0002682823,0.0001348909,0.0007913595,0.006183369,0.004749591,0.02344991,0.8843545],"study_design_scores_gemma":[0.00001328823,0.0001988385,0.001616755,0.009779604,0.000447327,0.001062374,0.0001251426,0.0001672556,0.001662898,0.002037865,0.9828571,0.00003148598],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002638303,0.9981949,0.0001738885,0.000166459,0.0001136683,0.00000613669,0.00005924257,0.000009445882,0.001012461],"genre_scores_gemma":[0.001006689,0.9982785,0.0001598275,0.00009092809,0.00005013401,0.000005383728,0.00004796511,0.0000013743,0.0003591964],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004743682,"threshold_uncertainty_score":0.01586926,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02649436755675268,"score_gpt":0.2918265007034492,"score_spread":0.2653321331466965,"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."}}