{"id":"W4385542390","doi":"10.21203/rs.3.rs-3127557/v3","title":"Pearl farming micro-nanoplastics affect both oyster physiology and pearl quality","year":2023,"lang":"en","type":"preprint","venue":"Research Square","topic":"Microplastics and Plastic Pollution","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval","funders":"European Regional Development Fund; European Commission","keywords":"Pearl; Biology; Pearl oyster; Sentinel species; Population; Oyster; Context (archaeology); Ecology; Fishery; Geography; Environmental health; Medicine","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":[0.000142409,0.0003040661,0.0002101593,0.0001603402,0.0001955397,0.0008074335,0.0002153996,0.0006008633,0.003351987],"category_scores_gemma":[0.0004189293,0.0001992695,0.0002498023,0.0001758088,0.0002212661,0.0006291005,0.000493322,0.0004390269,0.0003759524],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002892425,"about_ca_system_score_gemma":0.0001974629,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003349554,"about_ca_topic_score_gemma":0.004172313,"domain_scores_codex":[0.9998642,0.00001125636,0.000007657071,0.00006057742,0.00003374855,0.00002252342],"domain_scores_gemma":[0.999767,0.00004834141,0.00007362354,0.00002007227,0.00004762464,0.00004329001],"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":[0.0005343762,0.00009232571,0.0283798,0.00009079825,0.00004384892,0.0001994584,0.0001470698,0.0001237721,0.96399,0.00006840054,0.0001511543,0.006179047],"study_design_scores_gemma":[0.00002516315,0.0007301201,0.7531613,0.00001967825,0.00009382901,0.0002902866,0.0007236769,0.001383138,0.2415803,0.0003571785,0.001610084,0.00002532406],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998295,0.0002541812,0.000351982,0.00007398454,0.00001064147,0.000005910644,0.0002438692,0.00001191177,0.000752588],"genre_scores_gemma":[0.9941899,0.0002133959,0.0004728822,0.000106471,0.000004881096,0.00001083406,0.0002924411,0.00001224239,0.004696892],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003351987,"threshold_uncertainty_score":0.01121354,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08592004721552518,"score_gpt":0.3799147001258738,"score_spread":0.2939946529103487,"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."}}