{"id":"W4226077646","doi":"10.1109/tps.2022.3162739","title":"Transactions on Plasma Science","year":2022,"lang":"en","type":"article","venue":"IEEE Transactions on Plasma Science","topic":"Plasma Diagnostics and Applications","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Plasma; Computer science; Physics; Nuclear physics","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":[0.0008844727,0.0009104442,0.001019821,0.001625345,0.0008163408,0.002253915,0.0009950901,0.001705827,0.06749788],"category_scores_gemma":[0.001244846,0.0003234328,0.0005508628,0.001479376,0.0007723163,0.001340269,0.001367856,0.001458827,0.03658611],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009614418,"about_ca_system_score_gemma":0.001102373,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009080514,"about_ca_topic_score_gemma":0.001091075,"domain_scores_codex":[0.9991266,0.00008021364,0.00004413158,0.0001093649,0.0005594219,0.00008019498],"domain_scores_gemma":[0.9991659,0.00006534304,0.00003029584,0.0001946102,0.0004737255,0.00007016331],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002747487,0.0001279603,0.0006089035,0.000746751,0.00007889567,0.0002302979,0.0001204863,0.001949887,0.02584177,0.07703889,0.3912354,0.5017461],"study_design_scores_gemma":[0.00001244404,0.00005962655,0.0009100318,0.00006308988,0.00001702395,0.0002587835,0.00004706339,0.001504028,0.005484034,0.01404323,0.9775851,0.00001555311],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0112617,0.07361865,0.0512341,0.01250475,0.07856877,0.0002358542,0.001155684,0.00149162,0.7699289],"genre_scores_gemma":[0.09705501,0.03901363,0.01977788,0.002067039,0.007230273,0.0001918742,0.002142164,0.0004034629,0.8321186],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.06749788,"threshold_uncertainty_score":0.2258029,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01222586927564075,"score_gpt":0.2221845240366602,"score_spread":0.2099586547610195,"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."}}