{"id":"W3196110724","doi":"10.1098/rsos.210141","title":"Contact transfer of engineered nanomaterials in the workplace","year":2021,"lang":"en","type":"article","venue":"Royal Society Open Science","topic":"Nanoparticles: synthesis and applications","field":"Materials Science","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"Simon Fraser University; Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs; WorkSafeBC; CMC Microsystems","keywords":"Nanomaterials; Quantum dot; Nanotechnology; Materials science; Hazardous waste; Commercialization; Engineering; Waste management; Business","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":[0.0001983708,0.0002202896,0.0002314791,0.0001218371,0.0002421079,0.0003873954,0.0002804042,0.0004542036,0.001152094],"category_scores_gemma":[0.000370963,0.0001330186,0.0002435891,0.0000822502,0.0001843346,0.0003845829,0.000678603,0.0002635844,0.000363098],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002087021,"about_ca_system_score_gemma":0.0001300508,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004912642,"about_ca_topic_score_gemma":0.0006071826,"domain_scores_codex":[0.999712,0.00003349158,0.00001077189,0.00008185839,0.0001156005,0.00004630022],"domain_scores_gemma":[0.9997588,0.00006729661,0.00005703198,0.00003954783,0.00006028646,0.00001701829],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00003093724,0.0000222552,0.0007526299,0.00003499078,0.000004389017,0.00008723955,0.00008952643,0.0001136561,0.9965686,0.00005481364,0.00002358747,0.002217448],"study_design_scores_gemma":[0.000003033812,0.000338093,0.002347741,0.000004328504,0.000005937187,0.0001063572,0.0001391736,0.0005810187,0.995787,0.00003960188,0.0006439414,0.000003661623],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9942848,0.000271253,0.004466867,0.00002399793,0.0000119207,0.00002112066,0.0000316268,0.00003191446,0.0008564985],"genre_scores_gemma":[0.9961516,0.0001818033,0.002024811,0.00002381733,0.000003489017,0.0000159118,0.00004177526,0.00001036323,0.00154634],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001152094,"threshold_uncertainty_score":0.003854156,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02050219650779293,"score_gpt":0.2780214740300445,"score_spread":0.2575192775222515,"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."}}