{"id":"W4414281999","doi":"10.1016/j.mseb.2025.118784","title":"Implementation of capable gas sensor based on cobalt ferrite nano hierarchical superstructures to detect ethanol or acetone vapors","year":2025,"lang":"en","type":"article","venue":"Materials Science and Engineering B","topic":"Gas Sensing Nanomaterials and Sensors","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Etobicoke General Hospital","funders":"","keywords":"Cobalt ferrite; Fabrication; Acetone; Nanostructure; Hydrothermal circulation; Cobalt; Operating temperature; Ferrite (magnet)","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":[0.00009611873,0.0002523253,0.0001726805,0.0001280252,0.0001659462,0.0002635311,0.0004647488,0.0002939434,0.0006943478],"category_scores_gemma":[0.0001646288,0.0001491361,0.0001682608,0.00009453326,0.00012708,0.0002668341,0.0001748922,0.0002430448,0.0002898434],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004475951,"about_ca_system_score_gemma":0.0003001719,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001585275,"about_ca_topic_score_gemma":0.003197209,"domain_scores_codex":[0.999889,0.000004930603,0.000005311015,0.00003193375,0.00004362725,0.00002506853],"domain_scores_gemma":[0.9998881,0.00001219739,0.00002204695,0.00001649366,0.0000443382,0.00001689767],"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":[0.00002558053,0.00001287016,0.0001535151,0.00002177483,0.000003475239,0.00002337471,0.0000110524,0.0001535813,0.9981686,0.000155319,0.00007344956,0.001197496],"study_design_scores_gemma":[0.000003443507,0.00003899559,0.0003660641,7.205534e-7,0.000003770281,0.00001769995,0.000008060089,0.002474898,0.9964809,0.00001051536,0.000592699,0.000002090697],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9748924,0.000192551,0.02065222,0.0001486213,0.0000843086,0.00004954017,0.0001914022,0.0006118664,0.003177093],"genre_scores_gemma":[0.988265,0.00006223381,0.009708783,0.00002280739,0.000006610955,0.00002609795,0.0001179774,0.00001837559,0.001772071],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001585275,"threshold_uncertainty_score":0.003247559,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008401504385303848,"score_gpt":0.2417484318318911,"score_spread":0.2333469274465872,"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."}}