{"id":"W4414440553","doi":"10.1016/j.ohx.2025.e00702","title":"Open source inert gas glove box","year":2025,"lang":"en","type":"article","venue":"HardwareX","topic":"Innovative Microfluidic and Catalytic Techniques Innovation","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Glovebox; Inert gas; Inert; Open source; Enclosure; Volume (thermodynamics); Open source hardware","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":[0.001654968,0.00128678,0.001020067,0.001332853,0.0006251372,0.001151603,0.002503056,0.001591696,0.03444468],"category_scores_gemma":[0.003656483,0.0007032704,0.0007762563,0.0005346763,0.0005307407,0.001135529,0.001358265,0.001177504,0.0185013],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003956974,"about_ca_system_score_gemma":0.000917404,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003121649,"about_ca_topic_score_gemma":0.000335464,"domain_scores_codex":[0.9971136,0.0002031325,0.0002424626,0.0005777912,0.001698451,0.0001645677],"domain_scores_gemma":[0.9978484,0.0005303351,0.0002285614,0.0005442118,0.0007518701,0.00009660958],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001170479,0.000587715,0.002024903,0.002884625,0.0001297764,0.0008948171,0.0003994322,0.003048632,0.763197,0.01388355,0.05084636,0.1609328],"study_design_scores_gemma":[0.0001382418,0.000596474,0.002173497,0.0002024639,0.00007849633,0.001273802,0.00007221835,0.009678396,0.5804935,0.001668005,0.4034492,0.0001756918],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"software","genre_scores_codex":[0.07015425,0.004424121,0.8165995,0.0005089034,0.001520789,0.005831321,0.01222777,0.04433523,0.0443982],"genre_scores_gemma":[0.2511733,0.006020156,0.5542084,0.001887979,0.0005054167,0.02402768,0.02413844,0.006944909,0.1310939],"genre_candidate":"software","genre_consensus":null,"teacher_disagreement_score":0.03444468,"threshold_uncertainty_score":0.115229,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01131371315061201,"score_gpt":0.2572225884846169,"score_spread":0.2459088753340049,"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."}}