{"id":"W4399304397","doi":"10.3390/jox14020040","title":"Plastic Analysis with a Plasmonic Nano-Gold Sensor Coated with Plastic-Binding Peptides","year":2024,"lang":"en","type":"article","venue":"Journal of Xenobiotics","topic":"Microplastics and Plastic Pollution","field":"Environmental Science","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Environment and Climate Change Canada","funders":"Environment and Climate Change Canada","keywords":"Effluent; Polyethylene; Polypropylene; Polyethylene terephthalate; Microplastics; Polystyrene; Materials science; Plastic film; Polymer; Environmental chemistry; Environmental science; Chemistry; Composite material; Environmental engineering; Layer (electronics)","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":[0.0003174958,0.0007244684,0.0003381642,0.0004370581,0.0001948815,0.0003259429,0.00046076,0.0007853437,0.0004707443],"category_scores_gemma":[0.0003249596,0.0003625602,0.0004181556,0.0003063797,0.0002502168,0.000343652,0.0003677338,0.0003696102,0.0003709334],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002669847,"about_ca_system_score_gemma":0.0001414966,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000531551,"about_ca_topic_score_gemma":0.0009223163,"domain_scores_codex":[0.9995671,0.00006856328,0.00002499046,0.0001416526,0.0001555132,0.00004210483],"domain_scores_gemma":[0.9998091,0.00005536148,0.00005169025,0.00001714368,0.00004806656,0.00001870462],"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":[0.00001913257,0.00001006561,0.0001810071,0.0000368136,0.000005717568,0.00002473192,0.0000123033,0.00010425,0.998647,0.00001015156,0.000008843585,0.0009398868],"study_design_scores_gemma":[0.000002597934,0.0001649503,0.001670325,0.00000494492,0.00001380982,0.0001154559,0.00003092226,0.00281775,0.9948102,0.00001385367,0.0003465622,0.00000858482],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9543126,0.001321381,0.04236431,0.0001191634,0.00007755294,0.00008508196,0.0001790205,0.0002417271,0.0012992],"genre_scores_gemma":[0.9048243,0.001481759,0.08908748,0.0002910706,0.0000286982,0.0001379497,0.0002975284,0.00003213608,0.003819031],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0007853437,"threshold_uncertainty_score":0.001937091,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006933246699867019,"score_gpt":0.1995471401498667,"score_spread":0.1926138934499997,"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."}}