{"id":"W4404201634","doi":"10.2139/ssrn.5015490","title":"Physiological and Transcriptional Level Analysis Reveal that Zno Nanoparticles Promote the Synthesis and Release of Microcystins","year":2024,"lang":"en","type":"preprint","venue":"SSRN Electronic Journal","topic":"Nanoparticles: synthesis and applications","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Nanoparticle; Chemistry; Biophysics; Nanotechnology; Environmental chemistry; Computational biology; Materials science; Biology","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":[0.0001002947,0.0003043718,0.0003673088,0.0001075664,0.00009823335,0.0004818322,0.0001373725,0.0003117357,0.00105049],"category_scores_gemma":[0.0001852614,0.0001065303,0.0003308339,0.0001218846,0.0002744372,0.000221504,0.0001445045,0.000526584,0.0002769735],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004858787,"about_ca_system_score_gemma":0.0001790449,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001208279,"about_ca_topic_score_gemma":0.001873958,"domain_scores_codex":[0.9998469,0.000005653038,0.00001060387,0.00007191784,0.00003902144,0.00002585309],"domain_scores_gemma":[0.9998167,0.00005665602,0.00004705795,0.00002164533,0.00002783559,0.00003004769],"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":[0.00004152836,0.000006105674,0.0001137227,0.000009463763,0.000001355208,0.000007131486,0.000004542067,0.0000171119,0.9994369,0.00003017147,0.00001028579,0.0003215906],"study_design_scores_gemma":[0.000002113191,0.00003623376,0.004397982,0.000001299948,0.000004611784,0.00002621349,0.00001523668,0.0003206702,0.9947609,0.00004757127,0.0003847363,0.000002386903],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9794002,0.001768765,0.01383942,0.0003423182,0.0001082479,0.00003949996,0.002242435,0.0002935264,0.0019655],"genre_scores_gemma":[0.9909766,0.000496039,0.003658829,0.0001167533,0.00001485582,0.00002870504,0.00104291,0.00006523783,0.003600004],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001208279,"threshold_uncertainty_score":0.003525317,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03502312884583633,"score_gpt":0.2604658657943068,"score_spread":0.2254427369484705,"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."}}