{"id":"W4387695956","doi":"10.3897/aca.6.e108174","title":"Gene Expression in Cadmium Sulfide Biological-Nanoparticle Hybrids","year":2023,"lang":"en","type":"article","venue":"ARPHA Conference Abstracts","topic":"Nanoparticles: synthesis and applications","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Bacteria; Nanoparticle; Metal; Metal ions in aqueous solution; Sulfide; Bioremediation; Nanotechnology; Cadmium; Environmental chemistry; Materials science; Chemistry; Biophysics; Biology; Metallurgy; Genetics","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":[0.0002124366,0.0003218898,0.0002153215,0.0002350126,0.0002093437,0.0004926923,0.0003580927,0.0005345555,0.001705082],"category_scores_gemma":[0.0001816294,0.0001694032,0.0002973189,0.0003090571,0.0003669749,0.0002382823,0.0003584235,0.000639989,0.0007063086],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007253222,"about_ca_system_score_gemma":0.0001972971,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006867714,"about_ca_topic_score_gemma":0.000812511,"domain_scores_codex":[0.9997167,0.00002546217,0.0000294763,0.00008691073,0.00009241502,0.0000490753],"domain_scores_gemma":[0.9998507,0.00004955618,0.00003534369,0.00001662089,0.00002490784,0.00002268099],"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":[0.00004106663,0.00002160867,0.00005271198,0.00002449484,0.000002576651,0.00004194314,0.00003603229,0.0001748474,0.9985195,0.0004761752,0.00005151036,0.0005575218],"study_design_scores_gemma":[0.000006714052,0.00005343201,0.0002976665,0.000003082483,0.000004222193,0.000043936,0.00002891606,0.001128823,0.9954295,0.0000619857,0.002937075,0.000004533788],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9698325,0.0006112834,0.02013287,0.0004095341,0.0001527773,0.0001107063,0.001581892,0.0002844462,0.006884058],"genre_scores_gemma":[0.9716778,0.0003607033,0.01052784,0.00009327348,0.00001362194,0.0001062479,0.002571888,0.0001393179,0.0145094],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001705082,"threshold_uncertainty_score":0.005704045,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0647325501743429,"score_gpt":0.2881917558246979,"score_spread":0.223459205650355,"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."}}