{"id":"W3197859968","doi":"10.3390/plasma4030033","title":"Update on the Scientific Status of the Plasma Focus","year":2021,"lang":"en","type":"article","venue":"Plasma","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":56,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Regina","funders":"National Institute of Education, Nanyang Technological University; International Atomic Energy Agency; Agencia Nacional de Investigación y Desarrollo; Ministerstvo Školství, Mládeže a Tělovýchovy; Russian Foundation for Basic Research; Grantová Agentura České Republiky; Nanyang Technological University","keywords":"Dense plasma focus; Narrative; Thermonuclear fusion; Premise; Certainty; Political science; Focus (optics); Process (computing); Principal (computer security); Epistemology; Computer science; Plasma; Physics; Philosophy; Optics; Nuclear physics; Linguistics","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001837407,0.00007584827,0.00008064271,0.00002938899,0.0002230042,0.0001018826,0.0002825575,0.00001311513,0.103103],"category_scores_gemma":[0.00005059311,0.0000420517,0.00007636369,0.0003529517,0.0001360463,0.000008320578,0.0002360777,0.0001540939,0.0002314928],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000004687333,"about_ca_system_score_gemma":0.0002221641,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001625997,"about_ca_topic_score_gemma":0.0001383826,"domain_scores_codex":[0.9988941,0.00008790601,0.0001408476,0.0001838141,0.000412397,0.0002809122],"domain_scores_gemma":[0.999028,0.0002267852,0.00005676771,0.0005236728,0.0001097019,0.00005504599],"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":[0.00004484749,0.0004050898,0.01892521,0.00001920698,0.00009643385,0.000004539157,0.000485413,0.0000610271,0.03541024,0.2409036,0.1429456,0.5606988],"study_design_scores_gemma":[0.000433475,0.00002557379,0.005022835,0.00002304627,0.00001264048,3.502315e-7,0.0005998119,0.002499151,0.2813894,0.001081191,0.708829,0.00008350334],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7940395,0.00001085938,0.000009975141,0.00502154,0.0002489163,0.0001598168,0.00006475896,0.000004802566,0.2004398],"genre_scores_gemma":[0.9759309,0.000002146611,0.00004521453,0.00003322183,0.00003964821,0.00002043776,0.000009909967,0.000005521109,0.02391295],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5658834,"threshold_uncertainty_score":0.8977169,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01681214283644869,"score_gpt":0.2448167718256793,"score_spread":0.2280046289892306,"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."}}