{"id":"W4408535205","doi":"10.1016/j.ohx.2025.e00641","title":"Open-source portable solar power supply for plasma generators","year":2025,"lang":"en","type":"article","venue":"HardwareX","topic":"Plasma Applications and Diagnostics","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Power (physics); Open source; Plasma; Electrical engineering; Solar power; Computer science; Environmental science; Engineering; Physics; Operating system; Software","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001452083,0.0001255442,0.000245088,0.00008714185,0.0001514225,0.00008342376,0.0002285764,0.00009504515,0.0003313699],"category_scores_gemma":[0.0002785245,0.0001153907,0.00007137101,0.0002451075,0.00002980322,0.00006038962,0.0001258371,0.00009501343,0.0001385306],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000048116,"about_ca_system_score_gemma":0.0002625059,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003185599,"about_ca_topic_score_gemma":0.00001594419,"domain_scores_codex":[0.999134,0.000008310102,0.0002185931,0.0002863324,0.0001038133,0.0002489721],"domain_scores_gemma":[0.9991161,0.0001661269,0.00004703339,0.0004141635,0.0001373374,0.0001192825],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001624813,0.0003475828,0.01833651,0.0000660564,0.0001123599,0.0000142371,0.00008067282,0.00003805492,0.003892851,0.01750996,0.9486635,0.01077569],"study_design_scores_gemma":[0.001735504,0.00009341892,0.003825181,0.00006552315,0.0001020914,0.00001146117,0.00008685749,0.001131178,0.04214771,0.0003390382,0.9503412,0.0001208157],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8227966,0.0005072957,0.03531158,0.008488107,0.0008147277,0.004017262,0.0003856997,0.0003173039,0.1273614],"genre_scores_gemma":[0.9435823,0.00005883159,0.01892179,0.003712762,0.0001010061,0.0005364871,0.0002978932,0.00003705133,0.03275187],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1207857,"threshold_uncertainty_score":0.4705498,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01483881085227074,"score_gpt":0.2938761870651055,"score_spread":0.2790373762128348,"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."}}