{"id":"W6958355672","doi":"10.6084/m9.figshare.19373350","title":"Additional file 1 of Surface functionalization and size modulate the formation of reactive oxygen species and genotoxic effects of cellulose nanofibrils","year":2022,"lang":"en","type":"article","venue":"Open MIND","topic":"Advanced Cellulose Research Studies","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Cellulose; Surface modification; Reactive oxygen species; Oxygen; DNA","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002104095,0.000967645,0.001409613,0.001310785,0.0008368164,0.001434368,0.001618668,0.001015795,0.845216],"category_scores_gemma":[0.02766912,0.0005263885,0.0009714576,0.002336799,0.0002774106,0.001348484,0.0006456425,0.0008963515,0.1080144],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007873219,"about_ca_system_score_gemma":0.00185668,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005283428,"about_ca_topic_score_gemma":0.009089108,"domain_scores_codex":[0.9992561,0.0001363463,0.0001232749,0.0001787574,0.0002147648,0.00009070726],"domain_scores_gemma":[0.97769,0.01780999,0.001162843,0.000910346,0.002146322,0.000280465],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001574061,0.0007445917,0.005118365,0.0124988,0.000169081,0.0001330324,0.0001835565,0.001105941,0.0009562908,0.001435438,0.9487944,0.02728642],"study_design_scores_gemma":[0.01332464,0.00230354,0.06202968,0.006872368,0.0007524253,0.0007511227,0.001116526,0.006502816,0.006089397,0.01893391,0.8809956,0.0003280239],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0007783698,0.00005134897,0.0007409249,0.00009776706,0.00003207688,0.0002375202,0.9967369,0.0003775691,0.0009474287],"genre_scores_gemma":[0.03182993,0.0005186125,0.01847501,0.0009083897,0.0001205803,0.01000105,0.9108965,0.001595521,0.02565439],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.845216,"threshold_uncertainty_score":0.2207806,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02026682420776141,"score_gpt":0.2554740671452729,"score_spread":0.2352072429375115,"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."}}