{"id":"W3184666315","doi":"10.3791/62545","title":"Sampling, Identification and Characterization of Microplastics Release from Polypropylene Baby Feeding Bottle during Daily Use","year":2021,"lang":"en","type":"article","venue":"Journal of Visualized Experiments","topic":"Microplastics and Plastic Pollution","field":"Environmental Science","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Trinity College","funders":"Trinity College Dublin","keywords":"Microplastics; Protocol (science); Environmental science; Polypropylene; Plastic bottle; Plastic bag; Contamination; Bottle; Sampling (signal processing); Toxicology; Computer science; Waste management; Medicine; Environmental chemistry; Biology; Materials science; Chemistry; Ecology; Engineering; Composite material","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001253035,0.0001152576,0.0002093095,0.00005984093,0.00009325938,0.00007997546,0.00008167973,0.0000628595,0.000447515],"category_scores_gemma":[0.0001999758,0.0001124983,0.00005077586,0.0001262495,0.0000579639,0.000365301,0.00009732523,0.00009212999,0.00001213664],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009757386,"about_ca_system_score_gemma":0.00002478067,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005194981,"about_ca_topic_score_gemma":0.00000188393,"domain_scores_codex":[0.9987485,0.00005979216,0.0005811853,0.0001705895,0.0002999312,0.0001400016],"domain_scores_gemma":[0.9990277,0.00006948029,0.000621359,0.0001116062,0.00005688689,0.0001130062],"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":[0.0001374846,0.0001314139,0.0126714,0.00001015417,0.00003293256,0.00001381637,0.0004993558,0.00003550158,0.9861963,0.00001192862,0.00003442744,0.0002252888],"study_design_scores_gemma":[0.0008121079,0.00003807422,0.2122066,0.00008835107,0.00004088962,0.00003871465,0.00008932305,0.0004417173,0.7858321,0.00002078467,0.0002999548,0.00009131986],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9794727,0.0001236575,0.01984739,0.00001774586,0.000410403,0.00005000103,0.00006236994,0.000004751134,0.00001097302],"genre_scores_gemma":[0.9947428,0.0002383269,0.004748737,0.00001913826,0.00007718834,8.882569e-7,0.00003421337,0.00001450625,0.0001242313],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2003642,"threshold_uncertainty_score":0.4899975,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02275832163898683,"score_gpt":0.3171784213974823,"score_spread":0.2944200997584954,"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."}}