{"id":"W4311681211","doi":"10.22215/etd/2022-15245","title":"The Fate of Microplastics Ingested by Gryllodes sigillatus","year":2022,"lang":"en","type":"dissertation","venue":"","topic":"Microplastics and Plastic Pollution","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Microplastics; Plastic pollution; Food chain; Environmental science; Aquatic environment; Natural (archaeology); Biology; Fishery; Ecology; Environmental chemistry; Chemistry","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":[0.0000755095,0.0002859061,0.0001198438,0.0001770565,0.000207562,0.000307736,0.00008386558,0.0002140502,0.0008374474],"category_scores_gemma":[0.00008193386,0.00007813606,0.0001228316,0.0001380964,0.0001152972,0.0001220776,0.0001849552,0.0003316202,0.0004230824],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002069794,"about_ca_system_score_gemma":0.0002111036,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001364715,"about_ca_topic_score_gemma":0.004415382,"domain_scores_codex":[0.9999558,0.000003173712,0.000002296121,0.00001706274,0.00001376338,0.000007962201],"domain_scores_gemma":[0.9999669,0.000006349979,0.00001122833,0.00000157617,0.000006616947,0.000007344865],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002237266,0.00007305857,0.005713139,0.0004071085,0.00001150829,0.0001804281,0.0003071405,0.0002462672,0.9605073,0.0001631161,0.0003929299,0.03177421],"study_design_scores_gemma":[0.00002031911,0.003733814,0.23429,0.000276986,0.00008796489,0.0007972841,0.001432367,0.0006903454,0.7269439,0.0002100198,0.03146731,0.0000496715],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9902551,0.003066457,0.0006074557,0.0001236213,0.00003191554,0.00003715475,0.0004517948,0.00002120243,0.005405459],"genre_scores_gemma":[0.9529262,0.008025873,0.00590515,0.0003103676,0.00002321009,0.00007236555,0.001329668,0.00002672321,0.03138053],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001364715,"threshold_uncertainty_score":0.002801538,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004049732740780574,"score_gpt":0.2064567813634369,"score_spread":0.2024070486226563,"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."}}