{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":143,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":143,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12","author_layer_release":"2026-06-26"},"query_hash":"91dd202da6dd","filters":{"venue":"Nuclear Fusion"}},"results":[{"id":"W2098917946","doi":"10.1088/0029-5515/41/12/218","title":"Plasma-material interactions in current tokamaks and their implications for next step fusion reactors","year":2001,"lang":"en","type":"article","venue":"Nuclear Fusion","topic":"Fusion materials and technologies","field":"Materials Science","cited_by":1349,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"","keywords":"Tokamak; Thermonuclear fusion; Nuclear engineering; Fusion power; Plasma; Sputtering; Nuclear fusion; Materials science; Environmental science; Computer science; Nuclear physics; Nanotechnology; Physics; Engineering","authors":[{"name":"G. Federici","is_ca":true},{"name":"C.H. Skinner","is_ca":true},{"name":"J.N. Brooks","is_ca":true},{"name":"J.P. Coad","is_ca":true},{"name":"C. Grisolia","is_ca":true},{"name":"A.A. Haasz","is_ca":true},{"name":"A. Hassanein","is_ca":true},{"name":"V. Philipps","is_ca":true},{"name":"C.S. Pitcher","is_ca":false},{"name":"J. Roth","is_ca":false},{"name":"W.R. Wampler","is_ca":true},{"name":"D.G. Whyte","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04315116526758934,"gpt":0.2897334796519822,"spread":0.2465823143843928,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008622495,0.0002670321,0.0004242597,0.0007596083,0.00052009,0.002123574,0.0007287206,0.0007322654,0.002382202],"category_scores_gemma":[0.0008918527,0.0002565034,0.0003753958,0.0009769859,0.0006960658,0.001382055,0.0005819488,0.000708015,0.0004943782],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001296993,"about_ca_system_score_gemma":0.0003273876,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001122092,"about_ca_topic_score_gemma":0.001144686,"domain_scores_codex":[0.9995137,0.00005469898,0.00003633602,0.00009177249,0.0002615146,0.0000418543],"domain_scores_gemma":[0.9995609,0.0002520018,0.00009507841,0.00003547221,0.0000422665,0.00001421841],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001400355,0.0006832129,0.06323458,0.007424313,0.0002665393,0.001909291,0.001832613,0.1599972,0.3253413,0.1017707,0.01009295,0.3260469],"study_design_scores_gemma":[0.00009862233,0.002058983,0.3168701,0.0008168496,0.0003741704,0.003644064,0.002870349,0.07440165,0.2109163,0.09368038,0.2938652,0.000403476],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.7072476,0.1982863,0.03107276,0.00187347,0.0002983885,0.00007937818,0.001949328,0.000860879,0.05833186],"genre_scores_gemma":[0.9340898,0.05017181,0.009648126,0.0001524389,0.0001183129,0.0000987789,0.001262346,0.00005867282,0.004399675],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.002382202,"threshold_uncertainty_score":0.009410441,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2050008357","doi":"10.1088/0029-5515/47/6/s04","title":"Chapter 4: Power and particle control","year":2007,"lang":"en","type":"article","venue":"Nuclear Fusion","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":1069,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Institut National de la Recherche Scientifique; University of Toronto","funders":"","keywords":"Plasma; Fusion power; Divertor; Nuclear engineering; Materials science; Enhanced Data Rates for GSM Evolution; Nuclear physics; Fusion; Particle (ecology); Nuclear fusion; Tokamak; Physics; Atomic physics; Computer science","authors":[{"name":"A. Loarte","is_ca":false},{"name":"B. Lipschultz","is_ca":false},{"name":"A.S. Kukushkin","is_ca":false},{"name":"G.F. Matthews","is_ca":false},{"name":"P.C. Stangeby","is_ca":true},{"name":"N. Asakura","is_ca":false},{"name":"G. Counsell","is_ca":false},{"name":"G. Federici","is_ca":false},{"name":"A. Kallenbach","is_ca":false},{"name":"K. Krieger","is_ca":false},{"name":"A. Mahdavi","is_ca":false},{"name":"V. Philipps","is_ca":false},{"name":"D. Reiter","is_ca":false},{"name":"J. Roth","is_ca":false},{"name":"J. Strachan","is_ca":false},{"name":"D.G. Whyte","is_ca":false},{"name":"R.P. Doerner","is_ca":false},{"name":"T. Eich","is_ca":false},{"name":"W. Fundamenski","is_ca":false},{"name":"A. Herrmann","is_ca":false},{"name":"M.E. Fenstermacher","is_ca":false},{"name":"Ph. Ghendrih","is_ca":false},{"name":"M. Groth","is_ca":false},{"name":"A. Kirschner","is_ca":false},{"name":"S. Konoshima","is_ca":false},{"name":"B. LaBombard","is_ca":false},{"name":"P. T. Lang","is_ca":false},{"name":"A.W. Leonard","is_ca":false},{"name":"P. Monier-Garbet","is_ca":false},{"name":"R. Neu","is_ca":false},{"name":"H.D. Pacher","is_ca":true},{"name":"B. Pégouriè","is_ca":false},{"name":"R.A. Pitts","is_ca":false},{"name":"S. Takamura","is_ca":false},{"name":"J. L. Terry","is_ca":false},{"name":"E. Tsitrone","is_ca":false},{"name":"the ITPA Scrape-off Layer and Diver Group","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.006377744046825287,"gpt":0.2328388471109463,"spread":0.226461103064121,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005875897,0.001435181,0.00108805,0.001054679,0.0008329183,0.003983435,0.001691442,0.001993539,0.05459128],"category_scores_gemma":[0.0009965179,0.000655553,0.0008066911,0.001305822,0.00139976,0.003139377,0.001690664,0.001866562,0.01802628],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001126802,"about_ca_system_score_gemma":0.0008191218,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001100527,"about_ca_topic_score_gemma":0.000566919,"domain_scores_codex":[0.999329,0.00006833032,0.00003726961,0.0001736552,0.000348786,0.0000429929],"domain_scores_gemma":[0.9996545,0.0001020047,0.00001682235,0.00009667227,0.0001088147,0.00002123744],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001206791,0.00008538519,0.0002623866,0.001111467,0.00005481344,0.0001389644,0.0002302773,0.02916325,0.007932883,0.409364,0.0846673,0.4668686],"study_design_scores_gemma":[0.00001512551,0.00007931258,0.0003181854,0.0003188859,0.00002536329,0.000243917,0.00005577192,0.01934713,0.00584168,0.1458076,0.8279081,0.00003900934],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.003209192,0.1038641,0.3367341,0.003320779,0.007102283,0.0002845016,0.0007450347,0.003027115,0.541713],"genre_scores_gemma":[0.1143657,0.1043878,0.08545986,0.001697989,0.00723321,0.0005448703,0.001677339,0.002580561,0.6820527],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.05459128,"threshold_uncertainty_score":0.182626,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3102560187","doi":"10.1088/1741-4326/abf99f","title":"The JOREK non-linear extended MHD code and applications to large-scale instabilities and their control in magnetically confined fusion plasmas","year":2021,"lang":"en","type":"article","venue":"Nuclear Fusion","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":204,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Saskatchewan","funders":"H2020 Euratom; Euratom Research and Training Programme; EUROfusion","keywords":"Tokamak; Plasma; Pedestal; Magnetic confinement fusion; Magnetohydrodynamics; Enhanced Data Rates for GSM Evolution; Resistive touchscreen; Focus (optics); Nuclear fusion; Dense plasma focus","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.007471576057397595,"gpt":0.2410250873396815,"spread":0.2335535112822839,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004729026,0.0007182242,0.0006480952,0.0003183778,0.0005615507,0.001087146,0.001481305,0.0008453046,0.002876325],"category_scores_gemma":[0.001178314,0.0002896874,0.0005448312,0.0003687332,0.0006756236,0.0005501589,0.001653815,0.001069579,0.0005815584],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005468712,"about_ca_system_score_gemma":0.00108665,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004956226,"about_ca_topic_score_gemma":0.002035974,"domain_scores_codex":[0.9997718,0.0000576284,0.00002153864,0.00002889732,0.00008433481,0.00003581445],"domain_scores_gemma":[0.999509,0.0002165759,0.00004640166,0.00006728879,0.0000945129,0.0000663251],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0004201315,0.0001384692,0.003676793,0.0004206751,0.00006349391,0.0004390076,0.0003053337,0.9331685,0.01777785,0.01879971,0.004357369,0.02043269],"study_design_scores_gemma":[0.00005910518,0.00002556275,0.0004331279,0.00001537,0.000005119175,0.00003572454,0.00001633256,0.9916077,0.002809946,0.001032244,0.003945243,0.0000145946],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5304706,0.001919598,0.3806619,0.001274366,0.0005105456,0.0003992443,0.003493383,0.02135167,0.05991878],"genre_scores_gemma":[0.8563291,0.0004184791,0.1295063,0.0001435332,0.00006978644,0.0003671328,0.002420079,0.001650631,0.009094843],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004956226,"threshold_uncertainty_score":0.009854734,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2111863819","doi":"10.1088/0029-5515/45/12/014","title":"Far SOL transport and main wall plasma interaction in DIII-D","year":2005,"lang":"en","type":"article","venue":"Nuclear Fusion","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":150,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"","keywords":"DIII-D; Plasma; Pedestal; Atomic physics; RADIUS; Tokamak; Ion; Materials science; Ballooning; Sputtering; Physics; Heat flux; Mechanics; Nuclear physics; Heat transfer; Thin film","authors":[{"name":"D.L. Rudakov","is_ca":false},{"name":"J.A. Boedo","is_ca":false},{"name":"R. A. Moyer","is_ca":false},{"name":"P.C. Stangeby","is_ca":true},{"name":"J.G. Watkins","is_ca":false},{"name":"D.G. Whyte","is_ca":false},{"name":"L. Zeng","is_ca":false},{"name":"N H Brooks","is_ca":false},{"name":"R.P. Doerner","is_ca":false},{"name":"T.E. Evans","is_ca":false},{"name":"M.E. Fenstermacher","is_ca":false},{"name":"M. Groth","is_ca":false},{"name":"E.M. Hollmann","is_ca":false},{"name":"S. I. Krasheninnikov","is_ca":false},{"name":"C.J. Lasnier","is_ca":false},{"name":"A.W. Leonard","is_ca":false},{"name":"M. A. Mahdavi","is_ca":false},{"name":"G. R. McKee","is_ca":false},{"name":"A.G. McLean","is_ca":true},{"name":"A. Yu. Pigarov","is_ca":false},{"name":"W.R. Wampler","is_ca":false},{"name":"G. Wang","is_ca":false},{"name":"W. P. West","is_ca":false},{"name":"C.P.C. Wong","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009297991599627919,"gpt":0.2421067403950716,"spread":0.2328087487954437,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002496235,0.0005185387,0.0004664755,0.0007781408,0.001387397,0.001992139,0.0005677747,0.0005851472,0.01511982],"category_scores_gemma":[0.0004477975,0.0002282449,0.0002946069,0.0003653278,0.0006093921,0.0007913637,0.0009308817,0.0006531239,0.001788305],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001276682,"about_ca_system_score_gemma":0.0002523101,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001740547,"about_ca_topic_score_gemma":0.0008267309,"domain_scores_codex":[0.9999115,0.00001455921,0.000002425889,0.00002200888,0.00001649918,0.0000329978],"domain_scores_gemma":[0.9998078,0.00005845011,0.00002511258,0.00001699733,0.00003902658,0.0000526958],"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":[0.005286152,0.0006862149,0.009089401,0.0006063066,0.000197423,0.002568438,0.001013975,0.028259,0.6455194,0.2732271,0.01343265,0.02011389],"study_design_scores_gemma":[0.0005357514,0.00086421,0.01943674,0.0001073313,0.0001184818,0.001539408,0.001495466,0.475036,0.4103277,0.07228623,0.01810234,0.0001502795],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8968463,0.0008651399,0.01560681,0.001089744,0.0003641869,0.00006633533,0.0004868324,0.0004292906,0.08424533],"genre_scores_gemma":[0.9737093,0.0001285191,0.0009764487,0.0001244055,0.00003595396,0.00002207737,0.0002412927,0.0001089333,0.024653],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01511982,"threshold_uncertainty_score":0.05058086,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2883676029","doi":"10.1088/1741-4326/aad5b1","title":"Metis: a fast integrated tokamak modelling tool for scenario design","year":2018,"lang":"en","type":"article","venue":"Nuclear Fusion","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":131,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"Grantová Agentura České Republiky; Ministerstvo Školství, Mládeže a Tělovýchovy","keywords":"Tokamak; Metis; Code (set theory); Nuclear engineering; Diffusion; Suite; Scaling; Momentum (technical analysis); Computer science; Physics; Statistical physics; Computational physics; Aerospace engineering; Plasma; Mechanics; Nuclear physics; Engineering; Thermodynamics; Programming language","authors":[{"name":"J. F. Artaud","is_ca":false},{"name":"F. Imbeaux","is_ca":false},{"name":"J. García","is_ca":false},{"name":"G. Giruzzi","is_ca":false},{"name":"T. Aniel","is_ca":false},{"name":"Vladimir A. Basiuk","is_ca":false},{"name":"A. Bécoulet","is_ca":false},{"name":"C. Bourdelle","is_ca":false},{"name":"Y. Buravand","is_ca":false},{"name":"J. Decker","is_ca":false},{"name":"R. Dümont","is_ca":false},{"name":"L.-G. Eriksson","is_ca":false},{"name":"X. Garbet","is_ca":false},{"name":"R. Guirlet","is_ca":false},{"name":"G. T. Hoang","is_ca":false},{"name":"P. Huynh","is_ca":false},{"name":"E. Joffrin","is_ca":false},{"name":"X. Litaudon","is_ca":false},{"name":"P. Maget","is_ca":false},{"name":"D. Moreau","is_ca":false},{"name":"R. Nouailletas","is_ca":false},{"name":"B. Pégouriè","is_ca":false},{"name":"Y. Peysson","is_ca":false},{"name":"M. Schneider","is_ca":false},{"name":"J. Urbán","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03148378276424441,"gpt":0.2638324152461379,"spread":0.2323486324818935,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000775268,0.001815697,0.000978785,0.0009449891,0.0009028299,0.002310127,0.002568514,0.001379431,0.04041241],"category_scores_gemma":[0.002228648,0.001144302,0.001959034,0.0006123827,0.0003981758,0.00182864,0.002077785,0.001729328,0.005320054],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001139853,"about_ca_system_score_gemma":0.001419935,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009617101,"about_ca_topic_score_gemma":0.01450212,"domain_scores_codex":[0.999755,0.00006086937,0.0000231333,0.00003827928,0.00008674373,0.00003605545],"domain_scores_gemma":[0.9993476,0.0002993989,0.00005514028,0.00009958349,0.0001363846,0.00006178635],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001751352,0.00004863235,0.001148302,0.0004978986,0.0002121963,0.0002740274,0.0002482833,0.9231811,0.003677455,0.02026939,0.0186394,0.03162814],"study_design_scores_gemma":[0.0000586697,0.00002320399,0.0001328906,0.00005337572,0.00004160503,0.00006767972,0.00005947614,0.9478528,0.001885948,0.01183232,0.03796488,0.00002723826],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.01241346,0.0002029195,0.9165989,0.0003179568,0.0002090613,0.0002105183,0.01031365,0.03640535,0.02332823],"genre_scores_gemma":[0.353482,0.0007921776,0.6023597,0.0002473115,0.00007597086,0.001112326,0.01821736,0.01100721,0.01270598],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.04041241,"threshold_uncertainty_score":0.135193,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2131082266","doi":"10.1088/0029-5515/41/8/310","title":"Secondary instability in drift wave turbulence as a mechanism for zonal flow and avalanche formation","year":2001,"lang":"en","type":"article","venue":"Nuclear Fusion","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":124,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Saskatchewan","funders":"U.S. Department of Energy","keywords":"Collisionality; Instability; Zonal flow (plasma); Physics; Turbulence; Mechanics; Scaling; Wave turbulence; Flux (metallurgy); Plasma; Nuclear physics; Materials science; Tokamak","authors":[{"name":"P. H. Diamond","is_ca":false},{"name":"S. Champeaux","is_ca":false},{"name":"Mikhail Malkov","is_ca":false},{"name":"Amita Das","is_ca":false},{"name":"I. Gruzinov","is_ca":false},{"name":"M. N. Rosenbluth","is_ca":false},{"name":"C. Holland","is_ca":false},{"name":"Brian Wecht","is_ca":false},{"name":"A. I. Smolyakov","is_ca":true},{"name":"F. L. Hinton","is_ca":false},{"name":"Zhihong Lin","is_ca":false},{"name":"T. S. Hahm","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01317571775239551,"gpt":0.2390355879539038,"spread":0.2258598702015083,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00030123,0.0003522351,0.0004054302,0.0006357163,0.0006146925,0.0009667465,0.0003586725,0.0003967021,0.001156434],"category_scores_gemma":[0.0009201632,0.0001583432,0.0003083557,0.0002968755,0.0008443869,0.0008689442,0.0006340215,0.0005830801,0.0001133568],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006075462,"about_ca_system_score_gemma":0.0002361324,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006609862,"about_ca_topic_score_gemma":0.0004737166,"domain_scores_codex":[0.9998915,0.00002122749,0.000006635361,0.00001590235,0.0000406671,0.00002404586],"domain_scores_gemma":[0.999546,0.000172347,0.0001319251,0.00002761244,0.00006465836,0.00005737068],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0003037509,0.00006349806,0.01171413,0.0002431109,0.00006460784,0.001039881,0.0006660988,0.1000132,0.1008227,0.7562613,0.002037889,0.0267697],"study_design_scores_gemma":[0.00002515729,0.0001100157,0.005582839,0.00002105099,0.00001659872,0.0005703003,0.0001095122,0.8059582,0.009824195,0.1745799,0.003154889,0.00004740243],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4724605,0.005597035,0.5015838,0.001237927,0.000403172,0.00009686912,0.000149361,0.0004191254,0.01805227],"genre_scores_gemma":[0.9889095,0.0008216244,0.008160806,0.00004009426,0.000129784,0.00002131633,0.00002854694,0.00002174638,0.001866485],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001156434,"threshold_uncertainty_score":0.004408121,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2009344421","doi":"10.1088/0029-5515/49/7/075008","title":"Analysis of performance of the optimized divertor in ITER","year":2009,"lang":"en","type":"article","venue":"Nuclear Fusion","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":122,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Hydro-Québec; Institut National de la Recherche Scientifique","funders":"European Commission; Lawrence Livermore National Laboratory; Engineering and Physical Sciences Research Council; U.S. Department of Energy","keywords":"Divertor; Nuclear engineering; Flexibility (engineering); Fusion power; Power (physics); Constraint (computer-aided design); Computer science; Radiation; Nuclear physics; Physics; Plasma; Tokamak; Mechanical engineering; Engineering","authors":[{"name":"A.S. Kukushkin","is_ca":false},{"name":"H.D. Pacher","is_ca":true},{"name":"A. Loarte","is_ca":false},{"name":"V. Komarov","is_ca":false},{"name":"V. Kotov","is_ca":false},{"name":"M. Merola","is_ca":false},{"name":"G.W. Pacher","is_ca":true},{"name":"D. Reiter","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.006879448638809244,"gpt":0.2290195252174522,"spread":0.222140076578643,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006360484,0.000421941,0.0007445215,0.0002883012,0.000291427,0.0006361149,0.000534131,0.0005377503,0.001766353],"category_scores_gemma":[0.001290996,0.0002513878,0.0003605814,0.0004342087,0.0004332055,0.0003775434,0.0003684463,0.0002605198,0.0004026734],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007594057,"about_ca_system_score_gemma":0.0003637216,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001308223,"about_ca_topic_score_gemma":0.0008067763,"domain_scores_codex":[0.9995456,0.00009182164,0.0000177495,0.00006552591,0.0002078671,0.00007129301],"domain_scores_gemma":[0.9995838,0.0001755592,0.00004672487,0.00004931611,0.0001282103,0.00001638002],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.003449274,0.0001082574,0.01373599,0.0004601678,0.0002207815,0.0009238486,0.0003415951,0.6775275,0.2685029,0.002660132,0.001204243,0.03086528],"study_design_scores_gemma":[0.0001412103,0.004178629,0.04852042,0.00003771227,0.0001922162,0.0006224296,0.0002053358,0.6591712,0.2818709,0.0009754077,0.003964027,0.000120506],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9866349,0.0002129516,0.007879931,0.0000409516,0.000006758512,0.00001935427,0.0002084429,0.0002565073,0.004740266],"genre_scores_gemma":[0.9968887,0.0000560468,0.001943874,0.00000953836,0.000002801883,0.00001299451,0.0001638974,0.00005777752,0.0008643917],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001766353,"threshold_uncertainty_score":0.005909026,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2105886973","doi":"10.1088/0029-5515/52/5/054003","title":"Screening of resonant magnetic perturbations by flows in tokamaks","year":2012,"lang":"en","type":"article","venue":"Nuclear Fusion","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":119,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Saskatchewan","funders":"Japan Society for the Promotion of Science","keywords":"Resonant magnetic perturbations; Physics; Tokamak; Diamagnetism; Plasma; Magnetic field; Atomic physics; Toroid; Electric field; Electron; Rotation (mathematics); Mechanics; Quantum mechanics","authors":[{"name":"M. Bécoulet","is_ca":false},{"name":"F. Orain","is_ca":false},{"name":"P. Maget","is_ca":false},{"name":"N. Mellet","is_ca":false},{"name":"X. Garbet","is_ca":false},{"name":"E. Nardon","is_ca":false},{"name":"G. Huysmans","is_ca":false},{"name":"T. A. Casper","is_ca":false},{"name":"A. Loarte","is_ca":false},{"name":"P. Cahyna","is_ca":false},{"name":"A. I. Smolyakov","is_ca":true},{"name":"F. L. Waelbroeck","is_ca":false},{"name":"M. J. Schaffer","is_ca":false},{"name":"T.E. Evans","is_ca":false},{"name":"Y. Liang","is_ca":false},{"name":"O. Schmitz","is_ca":false},{"name":"M. Beurskens","is_ca":false},{"name":"V. Rozhansky","is_ca":false},{"name":"E. Kaveeva","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0116226966588796,"gpt":0.2415473597043406,"spread":0.229924663045461,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002638793,0.0006511196,0.0006050487,0.0003830385,0.0004639114,0.0007216381,0.0005532631,0.0005901018,0.0008158653],"category_scores_gemma":[0.0006799524,0.0003411599,0.0005036641,0.0001868112,0.0008847576,0.0007511335,0.0007018088,0.0003076064,0.0001314577],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008381846,"about_ca_system_score_gemma":0.0003717827,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004951196,"about_ca_topic_score_gemma":0.001074505,"domain_scores_codex":[0.9998333,0.0000765578,0.000005488101,0.00002109751,0.00002715407,0.00003635016],"domain_scores_gemma":[0.9997814,0.00006145181,0.00005803123,0.00002340043,0.00004195952,0.00003372105],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000253331,0.00007989238,0.002445997,0.00009887941,0.00004639174,0.0009089703,0.0001565829,0.8927273,0.04543847,0.05404024,0.0006047229,0.003199098],"study_design_scores_gemma":[0.00002346693,0.00003269652,0.0006205774,0.000002550694,0.00000604163,0.00004534728,0.00001385129,0.9954,0.001152524,0.002513135,0.0001806846,0.000009034046],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9164701,0.0005941486,0.06086875,0.0004071966,0.00007027528,0.00006510046,0.0001226896,0.0003976297,0.02100416],"genre_scores_gemma":[0.9968856,0.00009654978,0.001168544,0.00002001864,0.00001681346,0.00001690543,0.00001908845,0.00001764894,0.001758802],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004951196,"threshold_uncertainty_score":0.00984478,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3174441286","doi":"10.1088/1741-4326/ac0dd1","title":"Geodesic acoustic modes in magnetic confinement devices","year":2021,"lang":"en","type":"article","venue":"Nuclear Fusion","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":105,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Saskatchewan","funders":"Canadian Network for Research and Innovation in Machining Technology, Natural Sciences and Engineering Research Council of Canada","keywords":"Tokamak; Physics; Plasma; Turbulence; Geodesic; Magnetic field; Magnetic confinement fusion; Mechanics; Magnetohydrodynamics; Computational physics; Statistical physics; Classical mechanics; Nuclear physics; Geometry; Quantum mechanics","authors":[{"name":"G. D. Conway","is_ca":false},{"name":"A. I. Smolyakov","is_ca":true},{"name":"T. Ido","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01113180183694585,"gpt":0.243198230380099,"spread":0.2320664285431532,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003130904,0.0002606873,0.0004025455,0.0004805665,0.0003530236,0.001170017,0.0004034225,0.000632585,0.002501563],"category_scores_gemma":[0.0005062162,0.0002175473,0.0002124192,0.0003604648,0.0008451915,0.0009671697,0.0006335038,0.0005860843,0.0004742278],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004439024,"about_ca_system_score_gemma":0.0001936067,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003172422,"about_ca_topic_score_gemma":0.0002058231,"domain_scores_codex":[0.9997723,0.00003740596,0.00001485276,0.00003932182,0.0001049417,0.00003107475],"domain_scores_gemma":[0.9997631,0.0001091864,0.0000424578,0.00002102278,0.00005006188,0.00001424083],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002666881,0.00007700999,0.001409221,0.00425537,0.00005875346,0.001167774,0.001134365,0.00809723,0.3738325,0.4484557,0.007328025,0.1539173],"study_design_scores_gemma":[0.00007272752,0.0008499818,0.006347096,0.001266595,0.00009408913,0.003321295,0.0008861314,0.0425235,0.2261803,0.1345862,0.5836102,0.0002617401],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.3402317,0.3169592,0.1313789,0.00341431,0.002165769,0.0002515551,0.000550414,0.0009726322,0.2040755],"genre_scores_gemma":[0.9224113,0.04912395,0.01573102,0.0004324064,0.0004371266,0.0001778167,0.0002229056,0.00008167957,0.01138201],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002501563,"threshold_uncertainty_score":0.008368611,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2245365962","doi":"10.1088/0029-5515/55/11/113031","title":"Pedestal confinement and stability in JET-ILW ELMy H-modes","year":2015,"lang":"en","type":"article","venue":"Nuclear Fusion","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":102,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Institute of Circulatory and Respiratory Health; Engineering and Physical Sciences Research Council","keywords":"Pedestal; DIII-D; Divertor; Ballooning; Jet (fluid); Plasma; Materials science; Tokamak; Atomic physics; Instability; Mechanics; Stability (learning theory); Physics; Nuclear physics","authors":[{"name":"C. F. Maggi","is_ca":false},{"name":"S. Saarelma","is_ca":false},{"name":"F. J. Casson","is_ca":false},{"name":"C. Challis","is_ca":false},{"name":"E. de la Luna","is_ca":false},{"name":"L. Frassinetti","is_ca":false},{"name":"C. Giroud","is_ca":false},{"name":"E. Joffrin","is_ca":false},{"name":"J. Simpson","is_ca":false},{"name":"M. Beurskens","is_ca":false},{"name":"I.T. Chapman","is_ca":false},{"name":"J. Hobirk","is_ca":false},{"name":"Matthew Leyland","is_ca":false},{"name":"P. Lomas","is_ca":false},{"name":"C. Lowry","is_ca":false},{"name":"I. Nunes","is_ca":false},{"name":"F. Rimini","is_ca":false},{"name":"A. C. C. Sips","is_ca":false},{"name":"H. Urano","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03022368226658574,"gpt":0.2681494760609895,"spread":0.2379257937944037,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000255612,0.0001511119,0.0001583572,0.0002797476,0.0003109364,0.0004876023,0.0003277277,0.0001571428,0.0008625297],"category_scores_gemma":[0.0005265702,0.0001139819,0.0002471985,0.0001623202,0.0002806425,0.0003208306,0.0005077658,0.0002429265,0.0001941956],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004790111,"about_ca_system_score_gemma":0.0001574899,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0036878,"about_ca_topic_score_gemma":0.00199755,"domain_scores_codex":[0.9998999,0.000007213661,0.000001961601,0.00002040409,0.0000392057,0.00003134111],"domain_scores_gemma":[0.9998308,0.0000422106,0.00003725619,0.00002692515,0.00003797963,0.00002463602],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.004117961,0.0002311257,0.1594871,0.0001820768,0.0001600504,0.001332739,0.0008602738,0.1347596,0.6108811,0.005294051,0.001867717,0.08082598],"study_design_scores_gemma":[0.00004365288,0.0005821174,0.4227804,0.00002123626,0.00004044206,0.000357801,0.0002890221,0.3737043,0.1979569,0.001507103,0.002624253,0.00009269789],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957058,0.00006596161,0.001910745,0.00002524578,0.000002834878,0.000003662924,0.0001086725,0.00008235785,0.002094763],"genre_scores_gemma":[0.9995655,0.000009088045,0.0001521692,0.000002361912,0.000001040465,0.000001592074,0.00006748926,0.000009722639,0.0001909997],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0036878,"threshold_uncertainty_score":0.007332683,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1981199734","doi":"10.1088/0029-5515/51/4/043001","title":"An equilibrium model for tungsten fuzz in an eroding plasma environment","year":2011,"lang":"en","type":"article","venue":"Nuclear Fusion","topic":"Fusion materials and technologies","field":"Materials Science","cited_by":100,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"","keywords":"Tungsten; Plasma; Materials science; Toroid; Fluence; Divertor; Tokamak; Thermodynamic equilibrium; Enhanced Data Rates for GSM Evolution; Steady state (chemistry); Fusion power; Nuclear engineering; Mechanics; Atomic physics; Ion; Thermodynamics; Physics; Nuclear physics; Chemistry; Metallurgy; Computer science","authors":[{"name":"R. P. Doerner","is_ca":false},{"name":"M.J. Baldwin","is_ca":false},{"name":"P.C. Stangeby","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05792265480504806,"gpt":0.2456987093693902,"spread":0.1877760545643422,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006765769,0.0007641493,0.0008349793,0.0009545061,0.0006723868,0.00112215,0.001903402,0.002067562,0.004341578],"category_scores_gemma":[0.002000445,0.0006879957,0.0008614993,0.0004042278,0.001194272,0.002482011,0.0009717983,0.001085024,0.001095979],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001492115,"about_ca_system_score_gemma":0.000793838,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008876286,"about_ca_topic_score_gemma":0.003151411,"domain_scores_codex":[0.9997757,0.00003455425,0.000008681592,0.00006390878,0.00006008091,0.00005703632],"domain_scores_gemma":[0.9993927,0.0002798485,0.00008961308,0.00003778423,0.0001307647,0.00006914783],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00005675193,0.00003465433,0.0009373858,0.00006020415,0.00002197643,0.0003405798,0.0001779327,0.919567,0.01429672,0.0608789,0.0004349187,0.00319302],"study_design_scores_gemma":[0.000007890615,0.00001696204,0.0001678321,0.000003112039,0.000004036471,0.00004683793,0.00002046514,0.9931321,0.0008174871,0.005353597,0.0004182224,0.00001141055],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2490599,0.0008221625,0.7207261,0.0008477254,0.00009138023,0.0001551177,0.0003705763,0.0004732739,0.02745374],"genre_scores_gemma":[0.9303579,0.0006620932,0.02542136,0.0001589822,0.00002549316,0.0002666436,0.0002441468,0.0002201049,0.04264333],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.008876286,"threshold_uncertainty_score":0.01764923,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2282301196","doi":"10.1088/0029-5515/56/3/036022","title":"Optimization of ICRH for core impurity control in JET-ILW","year":2016,"lang":"en","type":"article","venue":"Nuclear Fusion","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":96,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Institute of Circulatory and Respiratory Health; H2020 Euratom","keywords":"Cyclotron; Joint European Torus; Jet (fluid); Impurity; Plasma; Tokamak; Materials science; Ion cyclotron resonance; Atomic physics; Ion; Dielectric heating; Core (optical fiber); Torus; Electron cyclotron resonance; Resonance (particle physics); Physics; Nuclear physics; Mechanics; Optoelectronics","authors":[{"name":"E. Lerche","is_ca":false},{"name":"M. Goniche","is_ca":false},{"name":"Philippe Jacquet","is_ca":false},{"name":"D. Van Eester","is_ca":false},{"name":"V. Bobkov","is_ca":false},{"name":"L. Colas","is_ca":false},{"name":"C. Giroud","is_ca":false},{"name":"I. Monakhov","is_ca":false},{"name":"F. J. Casson","is_ca":false},{"name":"F. Rimini","is_ca":false},{"name":"C. Angioni","is_ca":false},{"name":"M. Baruzzo","is_ca":false},{"name":"T. Blackman","is_ca":false},{"name":"S. Brezinsek","is_ca":false},{"name":"M. Brix","is_ca":false},{"name":"A. Czarnecka","is_ca":false},{"name":"K. Crombé","is_ca":false},{"name":"C. Challis","is_ca":false},{"name":"R. Dümont","is_ca":false},{"name":"J. Eriksson","is_ca":false},{"name":"N. Fedorczak","is_ca":false},{"name":"M. Graham","is_ca":false},{"name":"J. P. Graves","is_ca":false},{"name":"G. Gorini","is_ca":false},{"name":"J. Hobirk","is_ca":false},{"name":"E. Joffrin","is_ca":false},{"name":"T. Johnson","is_ca":false},{"name":"Y. Kazakov","is_ca":false},{"name":"V. Kiptily","is_ca":false},{"name":"A. Křivská","is_ca":false},{"name":"M. Lennholm","is_ca":false},{"name":"P. Lomas","is_ca":false},{"name":"C. F. Maggi","is_ca":false},{"name":"P. Mantica","is_ca":false},{"name":"Grant J. Mathews","is_ca":false},{"name":"M.-L. Mayoral","is_ca":false},{"name":"L. Meneses","is_ca":false},{"name":"J. Mlynář","is_ca":false},{"name":"P. Monier-Garbet","is_ca":false},{"name":"M. F. F. Nave","is_ca":false},{"name":"C. Noble","is_ca":false},{"name":"M. Nocente","is_ca":false},{"name":"I. Nunes","is_ca":false},{"name":"J. Ongena","is_ca":false},{"name":"G. Petravich","is_ca":false},{"name":"V. Petržı́lka","is_ca":false},{"name":"T. Pütterich","is_ca":false},{"name":"M. Reich","is_ca":false},{"name":"M. Santala","is_ca":false},{"name":"E.R. Solano","is_ca":false},{"name":"A. Shaw","is_ca":false},{"name":"G. Sips","is_ca":false},{"name":"M. Stamp","is_ca":false},{"name":"M. Tardocchi","is_ca":false},{"name":"M. Tsalas","is_ca":false},{"name":"M. Valisa","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01294659408432925,"gpt":0.2566142918585158,"spread":0.2436676977741865,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004871264,0.0002639483,0.0003955953,0.0001844144,0.000318704,0.0006345828,0.0004361799,0.0002707212,0.001053129],"category_scores_gemma":[0.0004831232,0.0001336418,0.0001925713,0.0002097327,0.0003060516,0.0003564167,0.000370453,0.0003624069,0.0003545621],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005807212,"about_ca_system_score_gemma":0.0003391915,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008059961,"about_ca_topic_score_gemma":0.001385557,"domain_scores_codex":[0.9997755,0.00002303225,0.000009660273,0.00004905451,0.00008288887,0.000059985],"domain_scores_gemma":[0.9997874,0.00004885541,0.00005592126,0.00002370851,0.00005672978,0.00002745309],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0003418551,0.00005818121,0.0006981186,0.00009527038,0.000009812239,0.00007697071,0.0001160112,0.003024694,0.9884792,0.0007646941,0.0002608678,0.006074376],"study_design_scores_gemma":[0.00004448384,0.0005129623,0.002242196,0.00001003272,0.0000183234,0.0000533633,0.00006973984,0.01352119,0.9801068,0.0001404776,0.003264324,0.00001609923],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9793519,0.0004817707,0.01333854,0.0001171351,0.00003699905,0.00006787589,0.0001217615,0.0002731697,0.006210832],"genre_scores_gemma":[0.9944976,0.00009539365,0.004467507,0.00002789261,0.000008500787,0.00002191198,0.00006536108,0.00007705075,0.000738688],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001053129,"threshold_uncertainty_score":0.004213512,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1997252352","doi":"10.1088/0029-5515/51/3/033002","title":"Metal impurity transport control in JET H-mode plasmas with central ion cyclotron radiofrequency power injection","year":2011,"lang":"en","type":"article","venue":"Nuclear Fusion","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":93,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Institute of Circulatory and Respiratory Health; Engineering and Physical Sciences Research Council; EUROfusion","keywords":"Cyclotron; Jet (fluid); Impurity; Atomic physics; Plasma; Materials science; Ion; Mode (computer interface); Nuclear physics; Physics; Mechanics","authors":[{"name":"M. Valisa","is_ca":false},{"name":"L. Carraro","is_ca":false},{"name":"I. Predebon","is_ca":false},{"name":"M.E. Puiatti","is_ca":false},{"name":"C. Angioni","is_ca":false},{"name":"I. Coffey","is_ca":false},{"name":"C. Giroud","is_ca":false},{"name":"L. Lauro Taroni","is_ca":false},{"name":"B. Alper","is_ca":false},{"name":"M. Baruzzo","is_ca":false},{"name":"P. Belo daSilva","is_ca":false},{"name":"P. Buratti","is_ca":false},{"name":"L. Garzotti","is_ca":false},{"name":"D. Van Eester","is_ca":false},{"name":"E. Lerche","is_ca":false},{"name":"P. Mantica","is_ca":false},{"name":"V. Naulin","is_ca":false},{"name":"T. Tala","is_ca":false},{"name":"M. Tsalas","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.008019181277042209,"gpt":0.211678918025059,"spread":0.2036597367480168,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001855091,0.0001985816,0.0002402799,0.000142898,0.0001645561,0.0003990519,0.0003120482,0.0001319957,0.000375315],"category_scores_gemma":[0.00028298,0.00009832483,0.0001003622,0.0001708739,0.0004123883,0.0001658247,0.0002035533,0.0001706943,0.00007187342],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004199627,"about_ca_system_score_gemma":0.0001352713,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007066779,"about_ca_topic_score_gemma":0.0004361832,"domain_scores_codex":[0.9998952,0.00001210429,0.00000439136,0.00002589404,0.00003190199,0.00003043337],"domain_scores_gemma":[0.9998178,0.0000446713,0.00007099965,0.00001917904,0.00002964565,0.00001767697],"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":[0.0003887523,0.00002255875,0.000947217,0.00005504268,0.000006149154,0.00008759782,0.00009673373,0.0009294554,0.9945267,0.0002578218,0.00004628667,0.002635607],"study_design_scores_gemma":[0.0000353374,0.0003869467,0.003964688,0.000003613415,0.00001154338,0.0000869026,0.0000300796,0.01042419,0.9844682,0.00008605299,0.0004957832,0.000006690609],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977894,0.000111698,0.001441465,0.00001725004,0.000003876061,0.000007731902,0.00002638282,0.00005485368,0.0005473801],"genre_scores_gemma":[0.9990907,0.0000522244,0.0006007969,0.000003970468,0.000002932192,0.000004138552,0.00001745532,0.00001166654,0.0002161034],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0007066779,"threshold_uncertainty_score":0.003047049,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2004745992","doi":"10.1088/0029-5515/52/8/083012","title":"The Chodura sheath for angles of a few degrees between the magnetic field and the surface of divertor targets and limiters","year":2012,"lang":"en","type":"article","venue":"Nuclear Fusion","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":92,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"","keywords":"Divertor; Magnetic field; Debye length; Plasma; Physics; Limiter; RADIUS; Atomic physics; Gyroradius; Debye sheath; Tokamak; Condensed matter physics; Materials science; Nuclear physics","authors":[{"name":"P.C. Stangeby","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01260887934711974,"gpt":0.2390372824393193,"spread":0.2264284030921996,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002750719,0.0002229759,0.0002891225,0.0003543287,0.0004065421,0.000757364,0.0003821083,0.0003912251,0.002334503],"category_scores_gemma":[0.001065498,0.000177493,0.0002345722,0.0001664436,0.0005465301,0.000459586,0.0009163836,0.0003521974,0.0003245584],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005172446,"about_ca_system_score_gemma":0.0003032057,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00214967,"about_ca_topic_score_gemma":0.001306704,"domain_scores_codex":[0.9999036,0.00001318013,0.000004221389,0.00001406444,0.00002532065,0.00003973508],"domain_scores_gemma":[0.9997547,0.00009065028,0.00005104348,0.00002063126,0.00004013385,0.00004286143],"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":[0.002174224,0.0001667719,0.02081702,0.0004688992,0.00009005766,0.005081329,0.001122011,0.3191134,0.5224944,0.1013498,0.00402232,0.0230999],"study_design_scores_gemma":[0.0001787256,0.0006660441,0.01505041,0.00008941776,0.00003358258,0.00123917,0.0009013089,0.8165554,0.1280921,0.02662717,0.0104665,0.0001000711],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9609661,0.0006073416,0.0193336,0.0002913015,0.00005441789,0.00003431357,0.0001697536,0.0001618158,0.01838135],"genre_scores_gemma":[0.9954174,0.0001667821,0.002123557,0.00002641832,0.000008466074,0.00001126678,0.0000882749,0.00002130342,0.002136585],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002334503,"threshold_uncertainty_score":0.007809699,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2020793970","doi":"10.1088/0029-5515/45/9/003","title":"Measurements of impurity and heat dynamics during noble gas jet-initiated fast plasma shutdown for disruption mitigation in DIII-D","year":2005,"lang":"en","type":"article","venue":"Nuclear Fusion","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":91,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"U.S. Department of Energy","keywords":"DIII-D; Neon; Plasma; Tokamak; Jet (fluid); Atomic physics; Argon; Pedestal; Divertor; Materials science; Noble gas; Physics; Nuclear physics; Mechanics","authors":[{"name":"E.M. Hollmann","is_ca":false},{"name":"T. C. Jernigan","is_ca":false},{"name":"M. Groth","is_ca":false},{"name":"D.G. Whyte","is_ca":false},{"name":"D. S. Gray","is_ca":false},{"name":"M. E. Austin","is_ca":false},{"name":"B.D. Bray","is_ca":false},{"name":"D. P. Brennan","is_ca":false},{"name":"N.H. Brooks","is_ca":false},{"name":"T.E. Evans","is_ca":false},{"name":"Daniel Lewis Humphreys","is_ca":false},{"name":"C.J. Lasnier","is_ca":false},{"name":"R. A. Moyer","is_ca":false},{"name":"A.G. McLean","is_ca":true},{"name":"P.B. Parks","is_ca":false},{"name":"V. Rozhansky","is_ca":false},{"name":"D.L. Rudakov","is_ca":false},{"name":"E. J. Strait","is_ca":false},{"name":"W.P. West","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01869974103754644,"gpt":0.2629634536997943,"spread":0.2442637126622479,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009981327,0.0001506383,0.0001816422,0.0001235513,0.0001795446,0.0002326247,0.0002185975,0.000154136,0.0006398552],"category_scores_gemma":[0.0002942981,0.0001028535,0.00007794547,0.0001192428,0.0001676874,0.0001630963,0.0002223684,0.0002406871,0.0001408916],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002837186,"about_ca_system_score_gemma":0.0001016169,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007905388,"about_ca_topic_score_gemma":0.001059454,"domain_scores_codex":[0.9999382,0.000006765142,0.000002570304,0.00001506813,0.00002101282,0.00001626834],"domain_scores_gemma":[0.9998161,0.00004705541,0.00005102563,0.00001295559,0.0000456101,0.00002720223],"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":[0.0006450319,0.00001640933,0.005254623,0.00002201836,0.000005029658,0.00007826214,0.0001033622,0.0001265025,0.9904763,0.00005842193,0.00004811765,0.003165838],"study_design_scores_gemma":[0.00001474736,0.0003360284,0.0422044,0.000003007874,0.00001080611,0.0001147204,0.00009987688,0.002365552,0.9540724,0.00003252891,0.0007390791,0.000006911605],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997197,0.0001053327,0.001834798,0.00001669192,0.000004182139,0.000009121877,0.000074437,0.0000352885,0.000723139],"genre_scores_gemma":[0.9987713,0.00005761599,0.0006667904,0.000009457703,0.000001878597,0.000007439602,0.00008899414,0.000009854545,0.0003866526],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0007905388,"threshold_uncertainty_score":0.002140522,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2088685906","doi":"10.1088/0029-5515/42/3/302","title":"MHD internal transport barrier triggering in low positive magnetic shear scenarios in JET","year":2002,"lang":"en","type":"article","venue":"Nuclear Fusion","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":79,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Institute of Circulatory and Respiratory Health; EUROfusion","keywords":"Magnetohydrodynamics; Jet (fluid); Mechanics; Shear (geology); Physics; Plasma; Materials science; Nuclear physics","authors":[{"name":"E. Joffrin","is_ca":false},{"name":"C. Challis","is_ca":false},{"name":"T. C. Hender","is_ca":false},{"name":"D. F. Howell","is_ca":false},{"name":"G. Huysmans","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.007952989912911414,"gpt":0.2175150699163134,"spread":0.209562080003402,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002558205,0.0002651565,0.0003553895,0.0001863176,0.0003696955,0.0009762936,0.0003108851,0.0003498706,0.001291234],"category_scores_gemma":[0.0008837925,0.0001978123,0.0001855616,0.000101872,0.0006469462,0.0004657116,0.0005947902,0.0003528385,0.0001898034],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003386078,"about_ca_system_score_gemma":0.0001478379,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005062659,"about_ca_topic_score_gemma":0.0002310608,"domain_scores_codex":[0.9999183,0.00001437598,0.000004006338,0.00001338207,0.0000152883,0.00003455846],"domain_scores_gemma":[0.9996997,0.0000730923,0.00009468829,0.00003263246,0.00002516061,0.00007469131],"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":[0.003118773,0.0001994487,0.03453059,0.0003366422,0.00007444804,0.006058153,0.0008624165,0.05410768,0.8322772,0.05086289,0.001164377,0.01640753],"study_design_scores_gemma":[0.0008860622,0.001250086,0.08338188,0.00006071143,0.00009298249,0.001910512,0.0007474243,0.511566,0.3534398,0.04263508,0.003898382,0.0001311023],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9927267,0.00008388168,0.004222619,0.00007246393,0.00001216726,0.00001087235,0.00002397313,0.00009137552,0.002756003],"genre_scores_gemma":[0.9994511,0.00002113336,0.0003607489,0.000006054554,0.000004539723,0.000004909959,0.0000163629,0.00000837884,0.0001267609],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001291234,"threshold_uncertainty_score":0.004319668,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2025146469","doi":"10.1088/0029-5515/51/6/063001","title":"Obtaining reactor-relevant divertor conditions in tokamaks","year":2011,"lang":"en","type":"article","venue":"Nuclear Fusion","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":73,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"","keywords":"Divertor; Tokamak; Plasma; Physics; Power (physics); Heat load; Range (aeronautics); Nuclear engineering; Mechanics; Atomic physics; Computational physics; Materials science; Thermodynamics; Nuclear physics","authors":[{"name":"P.C. Stangeby","is_ca":true},{"name":"A.W. Leonard","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0267550938809508,"gpt":0.2543626696181632,"spread":0.2276075757372124,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008907566,0.0004859373,0.0006332452,0.0004038704,0.0007505456,0.0009729271,0.0008387891,0.0005312762,0.001712478],"category_scores_gemma":[0.003350339,0.000393549,0.0003224857,0.0004929794,0.000794247,0.001148423,0.001081404,0.0009919291,0.0005518082],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000746768,"about_ca_system_score_gemma":0.0003671428,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009374727,"about_ca_topic_score_gemma":0.001062711,"domain_scores_codex":[0.9993937,0.0001016563,0.00006933181,0.0001715651,0.0001736274,0.00009017736],"domain_scores_gemma":[0.9990428,0.000394249,0.0001596864,0.0001642551,0.0002015191,0.00003742146],"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":[0.0006509896,0.0001043277,0.01971283,0.0007208863,0.0000468288,0.0009559948,0.001803425,0.0131451,0.9421955,0.004707067,0.0006312081,0.01532575],"study_design_scores_gemma":[0.00004954902,0.0003869855,0.0239841,0.00003837566,0.00003134491,0.0003566944,0.0004708144,0.0119225,0.9572436,0.00206634,0.003382996,0.00006670984],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9760794,0.0002830689,0.01823187,0.00007571715,0.00001745217,0.00006660593,0.0004574399,0.0002403222,0.004548186],"genre_scores_gemma":[0.991744,0.0001621593,0.007130151,0.00003744428,0.000006835622,0.0000978599,0.0003978445,0.00007796776,0.0003457399],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001712478,"threshold_uncertainty_score":0.005728781,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1983581913","doi":"10.1088/0029-5515/43/10/017","title":"ELM driven divertor target currents on TCV","year":2003,"lang":"en","type":"article","venue":"Nuclear Fusion","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":66,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Institute for Christian Studies; University of Toronto","funders":"","keywords":"Divertor; Langmuir probe; Plasma; Physics; Atomic physics; Computational physics; Electron temperature; Current (fluid); Kinetic energy; Flux (metallurgy); Magnetohydrodynamics; Fusion power; Tokamak; Excitation; Effective radiated power; Mechanics; Plasma diagnostics; Nuclear physics; Radiation; Materials science; Classical mechanics","authors":[{"name":"R.A. Pitts","is_ca":false},{"name":"S. Alberti","is_ca":false},{"name":"P. Blanchard","is_ca":false},{"name":"J. Horáček","is_ca":false},{"name":"H. Reimerdes","is_ca":true},{"name":"P.C. Stangeby","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01160147701006481,"gpt":0.2477649914488957,"spread":0.2361635144388309,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000124177,0.0002027021,0.0002755976,0.0002079862,0.0002181112,0.0003482825,0.0004575836,0.0002270903,0.001641109],"category_scores_gemma":[0.000539647,0.00009029538,0.0001270922,0.0001900127,0.0004060794,0.0003345371,0.0003750074,0.0002784629,0.0003510674],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006929176,"about_ca_system_score_gemma":0.0001785023,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001367347,"about_ca_topic_score_gemma":0.0008718863,"domain_scores_codex":[0.9998785,0.00001129793,0.000002840145,0.00002437272,0.00005733096,0.00002556245],"domain_scores_gemma":[0.9998087,0.00005821307,0.0000255364,0.00002182949,0.00006065984,0.00002506771],"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":[0.0007134815,0.00005981124,0.008249473,0.0001864159,0.00002724051,0.001124269,0.0006185471,0.02145737,0.9403432,0.00246195,0.0009761166,0.02378209],"study_design_scores_gemma":[0.00009606106,0.0009817374,0.04116873,0.00003722662,0.00003001284,0.0004713461,0.0006434331,0.1781908,0.769773,0.001425829,0.007136059,0.00004573829],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9934197,0.0001345849,0.002026793,0.00005700975,0.00001534719,0.00001849527,0.00009888701,0.000113768,0.004115301],"genre_scores_gemma":[0.9986057,0.00004609613,0.0003667995,0.00001321848,0.00000391225,0.000007746261,0.00006028265,0.00001637305,0.0008798781],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001641109,"threshold_uncertainty_score":0.005490005,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2104099521","doi":"10.1088/0029-5515/52/6/063024","title":"Particle and power deposition on divertor targets in EAST H-mode plasmas","year":2012,"lang":"en","type":"article","venue":"Nuclear Fusion","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":65,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Institute of Circulatory and Respiratory Health","keywords":"Divertor; Plasma; Deposition (geology); Particle (ecology); Mode (computer interface); Materials science; Particle deposition; Power (physics); Nuclear engineering; Nuclear physics; Atomic physics; Physics; Tokamak; Computer science; Thermodynamics; Engineering; Geology","authors":[{"name":"L. Wang","is_ca":false},{"name":"Guosheng Xu","is_ca":false},{"name":"Heng Guo","is_ca":false},{"name":"R. Chen","is_ca":false},{"name":"S. Ding","is_ca":false},{"name":"K.F. Gan","is_ca":false},{"name":"Xiang Gao","is_ca":false},{"name":"Xianzu Gong","is_ca":false},{"name":"M. Jiang","is_ca":false},{"name":"P. Liu","is_ca":false},{"name":"S.C. Liu","is_ca":false},{"name":"Guang–Nan Luo","is_ca":false},{"name":"Tingfeng Ming","is_ca":false},{"name":"Baonian Wan","is_ca":false},{"name":"D.S. Wang","is_ca":false},{"name":"F.M. Wang","is_ca":false},{"name":"Huiqian Wang","is_ca":false},{"name":"Zhenwei Wu","is_ca":false},{"name":"Ning Yan","is_ca":false},{"name":"L. Zhang","is_ca":false},{"name":"W. Zhang","is_ca":false},{"name":"X.J. Zhang","is_ca":false},{"name":"S.Z. Zhu","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01005660215602436,"gpt":0.2421689730628659,"spread":0.2321123709068416,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002408765,0.0003058407,0.0003728948,0.0002093379,0.0002116635,0.0003102616,0.0002194094,0.0001802327,0.001345039],"category_scores_gemma":[0.0003833607,0.0001879651,0.0001447482,0.0001584917,0.0003773714,0.0003830443,0.0004284567,0.0002476774,0.0002146795],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002604364,"about_ca_system_score_gemma":0.00008798159,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000283255,"about_ca_topic_score_gemma":0.0002629195,"domain_scores_codex":[0.9998639,0.00002187433,0.000006846427,0.00003660229,0.00004209725,0.00002872112],"domain_scores_gemma":[0.9997401,0.00009772013,0.00004602952,0.00003470172,0.00006039398,0.00002108179],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0002733187,0.000006926318,0.002199466,0.00005143074,0.000007971869,0.0001120393,0.0001667429,0.0003687201,0.994359,0.00009648655,0.00004991565,0.002308044],"study_design_scores_gemma":[0.00001459724,0.0002467718,0.0165548,0.000004262781,0.00001131848,0.0001214107,0.0001130357,0.002743724,0.9794138,0.00005064248,0.0007180487,0.000007570585],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985765,0.00008567086,0.0008814704,0.000007410827,0.000002944677,0.000003424473,0.00003032554,0.0000292162,0.0003829932],"genre_scores_gemma":[0.998401,0.00005610304,0.0009465663,0.00001081488,0.000003312601,0.000009415551,0.00004666477,0.0000227656,0.0005033043],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001345039,"threshold_uncertainty_score":0.004499614,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2125563668","doi":"10.1088/0029-5515/55/3/033019","title":"Impact of a narrow limiter SOL heat flux channel on the ITER first wall panel shaping","year":2015,"lang":"en","type":"article","venue":"Nuclear Fusion","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":64,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"European Commission; Engineering and Physical Sciences Research Council; U.S. Department of Energy","keywords":"Limiter; Divertor; Tokamak; Heat flux; Toroid; Materials science; Mechanics; Flux (metallurgy); Plasma; Fusion power; Jet (fluid); Physics; Computational physics; Optics; Nuclear physics; Heat transfer; Electrical engineering","authors":[{"name":"M. Kočan","is_ca":false},{"name":"R.A. Pitts","is_ca":false},{"name":"G. Arnoux","is_ca":false},{"name":"I. Balboa","is_ca":false},{"name":"P.C. de Vries","is_ca":false},{"name":"R. Dejarnac","is_ca":false},{"name":"I. Furno","is_ca":false},{"name":"R.J. Goldston","is_ca":false},{"name":"Y. Gribov","is_ca":false},{"name":"J. Horáček","is_ca":false},{"name":"M. Komm","is_ca":false},{"name":"B. Labit","is_ca":false},{"name":"B. LaBombard","is_ca":false},{"name":"C.J. Lasnier","is_ca":false},{"name":"R. Mitteau","is_ca":false},{"name":"F. Nespoli","is_ca":false},{"name":"D. C. Pace","is_ca":false},{"name":"R. Pánek","is_ca":false},{"name":"P.C. Stangeby","is_ca":true},{"name":"J. L. Terry","is_ca":false},{"name":"C.K. Tsui","is_ca":true},{"name":"P. Vondráček","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07713313484531982,"gpt":0.2835070086490519,"spread":0.2063738738037321,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005534173,0.0001982611,0.0003191987,0.0001642428,0.0004477619,0.0009165769,0.0003043584,0.0003385814,0.001874503],"category_scores_gemma":[0.001235142,0.0002176278,0.0001954519,0.0001383869,0.0005262756,0.0003941472,0.0005042475,0.000434412,0.0003579877],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004541014,"about_ca_system_score_gemma":0.0002984449,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008668838,"about_ca_topic_score_gemma":0.0009788166,"domain_scores_codex":[0.9996347,0.00004561905,0.00001049055,0.0000735792,0.0001342107,0.0001013289],"domain_scores_gemma":[0.9990796,0.0003842924,0.0001286168,0.0001680554,0.0001506775,0.00008875256],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001338656,0.0001293636,0.01073502,0.0001048178,0.00001976286,0.0006794719,0.0006562076,0.03398279,0.9229924,0.001248671,0.0008177461,0.02729514],"study_design_scores_gemma":[0.00003535639,0.001157417,0.02710309,0.00001646108,0.00002518877,0.0003615353,0.0002753192,0.03409114,0.9327082,0.0001841163,0.004003251,0.0000388347],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9907495,0.00005257616,0.00665533,0.00002704211,0.00001132939,0.00001349533,0.00005898294,0.0002949929,0.002136666],"genre_scores_gemma":[0.9982365,0.00001678176,0.001103209,0.00001026802,0.000001931164,0.000005693556,0.0000290067,0.00006249222,0.0005341673],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001874503,"threshold_uncertainty_score":0.006270826,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2125775511","doi":"10.1088/0029-5515/47/3/001","title":"Recent progress on the development and analysis of the ITPA global H-mode confinement database","year":2007,"lang":"en","type":"article","venue":"Nuclear Fusion","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":63,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Stem Cell Network","funders":"Engineering and Physical Sciences Research Council","keywords":"ASDEX Upgrade; Tokamak; Magnetic confinement fusion; Database; Dimensionless quantity; Plasma; Stellarator; Physics; Nuclear physics; Computational physics; Computer science; Mechanics","authors":[{"name":"D. C. McDonald","is_ca":false},{"name":"J.G. Cordey","is_ca":false},{"name":"K. Thomsen","is_ca":false},{"name":"O. Kardaun","is_ca":false},{"name":"J. Snipes","is_ca":false},{"name":"M. Greenwald","is_ca":false},{"name":"L. Sugiyama","is_ca":false},{"name":"F. Ryter","is_ca":false},{"name":"A. Kus","is_ca":false},{"name":"J. Stöber","is_ca":false},{"name":"J. C. DeBoo","is_ca":false},{"name":"C. C. Petty","is_ca":false},{"name":"G. Bracco","is_ca":false},{"name":"M. Romanelli","is_ca":false},{"name":"Z.Y. Cui","is_ca":false},{"name":"Yan Liu","is_ca":false},{"name":"Y. Miura","is_ca":false},{"name":"K. Shinohara","is_ca":false},{"name":"K. Tsuzuki","is_ca":false},{"name":"Yoshihiro Kamada","is_ca":false},{"name":"T. Takizuka","is_ca":false},{"name":"H. Urano","is_ca":false},{"name":"M. Valovič","is_ca":false},{"name":"R. Akers","is_ca":false},{"name":"C Brickley","is_ca":false},{"name":"A. Sykes","is_ca":false},{"name":"M. J. Walsh","is_ca":false},{"name":"S. Kaye","is_ca":false},{"name":"C. E. Bush","is_ca":false},{"name":"D. Hogewei","is_ca":false},{"name":"Yves Martin","is_ca":false},{"name":"A. Côté","is_ca":true},{"name":"G.W. Pacher","is_ca":true},{"name":"J. Ongena","is_ca":false},{"name":"F. Imbeaux","is_ca":false},{"name":"G. T. Hoang","is_ca":false},{"name":"S. V. Lebedev","is_ca":false},{"name":"A. N. Chudnovskiy","is_ca":false},{"name":"V. M. Leonov","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01934859164768825,"gpt":0.2920585764530386,"spread":0.2727099848053504,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01469608,0.001392759,0.001818542,0.009520988,0.001270833,0.007196332,0.005987369,0.000957163,0.01045697],"category_scores_gemma":[0.02624572,0.0008136879,0.001523263,0.01426481,0.0007693113,0.009186885,0.005536194,0.002120145,0.00810681],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002725666,"about_ca_system_score_gemma":0.005858089,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02226282,"about_ca_topic_score_gemma":0.008436312,"domain_scores_codex":[0.9908592,0.001515021,0.001296703,0.001499685,0.004295609,0.0005337747],"domain_scores_gemma":[0.9535998,0.006601859,0.002802252,0.01315166,0.02124151,0.002602865],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00130857,0.0003518234,0.03166231,0.003243155,0.0003635815,0.0002739484,0.001130265,0.010075,0.008360461,0.03258624,0.273937,0.6367077],"study_design_scores_gemma":[0.00009877446,0.0001700111,0.01465481,0.0008112476,0.0001759569,0.0003061281,0.0004304694,0.01361874,0.008388146,0.005260275,0.9559209,0.0001645899],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.0950609,0.03091135,0.3093026,0.007624972,0.002243388,0.001910431,0.3979926,0.06343132,0.09152258],"genre_scores_gemma":[0.05654331,0.008287051,0.1624389,0.00121284,0.0005400485,0.0009495792,0.7561864,0.005561032,0.008280854],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02226282,"threshold_uncertainty_score":0.0777213,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2010164713","doi":"10.1088/0029-5515/43/1/301","title":"Hot spot phenomena on Tore Supra ICRF antennas investigated by optical diagnostics","year":2002,"lang":"en","type":"article","venue":"Nuclear Fusion","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":63,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Institute of Circulatory and Respiratory Health; Israel Cancer Research Fund","keywords":"Tore Supra; Materials science; Tokamak; Optics; Physics; Plasma; Nuclear physics","authors":[{"name":"L. Colas","is_ca":false},{"name":"L. Costanzo","is_ca":false},{"name":"C. Desgranges","is_ca":false},{"name":"S Br mond","is_ca":false},{"name":"J. Bucalossi","is_ca":false},{"name":"G. Agarici","is_ca":false},{"name":"Vladimir A. Basiuk","is_ca":false},{"name":"B. Beaumont","is_ca":false},{"name":"A B coulet","is_ca":false},{"name":"F. Nguyen","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01710558824663337,"gpt":0.2262904229014123,"spread":0.2091848346547789,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001270459,0.0001646684,0.0002161206,0.0003515257,0.0002099822,0.000318342,0.0002323769,0.0001974951,0.000689887],"category_scores_gemma":[0.0004318591,0.0001622892,0.0001282714,0.0002908316,0.0003064052,0.0001978072,0.0002043736,0.0002607755,0.0001580804],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002605573,"about_ca_system_score_gemma":0.00005743336,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001044708,"about_ca_topic_score_gemma":0.0009316027,"domain_scores_codex":[0.9998711,0.00001781942,0.000003756741,0.00002796523,0.00004204925,0.00003719237],"domain_scores_gemma":[0.999607,0.0001151783,0.0001127648,0.00005449996,0.00008546633,0.00002518593],"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":[0.0007628201,0.00002990714,0.01850246,0.0001057396,0.0000240808,0.0006467599,0.0007616472,0.001270675,0.9629704,0.0003045569,0.0002558846,0.01436497],"study_design_scores_gemma":[0.00002454703,0.0008641156,0.2554424,0.00002235755,0.00007897677,0.001890321,0.0006847543,0.00703526,0.730567,0.0001410937,0.003212381,0.00003679527],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977317,0.000156818,0.0009511586,0.000008712454,0.000003363185,0.000006509285,0.0000562399,0.00003303245,0.001052457],"genre_scores_gemma":[0.9987631,0.00007056071,0.000619749,0.0000057298,0.00000246683,0.000003742974,0.00004998434,0.000009009952,0.0004756791],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001044708,"threshold_uncertainty_score":0.002307951,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2001197402","doi":"10.1088/0029-5515/50/8/084023","title":"Internal measurements of Alfvén eigenmodes with heavy ion beam probing in toroidal plasmas*","year":2010,"lang":"en","type":"article","venue":"Nuclear Fusion","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":63,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Physics; Plasma; Atomic physics; Toroid; Magnetic field; Toroidal and poloidal; Beam (structure); Neutral beam injection; Ion; Tokamak; Computational physics; Optics; Nuclear physics","authors":[{"name":"A. V. Melnikov","is_ca":false},{"name":"L.G. Eliseev","is_ca":false},{"name":"R. Jiménez‐Gömez","is_ca":false},{"name":"E. Ascasíbar","is_ca":false},{"name":"C. Hidalgo","is_ca":false},{"name":"A.A. Chmyga","is_ca":false},{"name":"A.D. Komarov","is_ca":false},{"name":"A. S. Kozachok","is_ca":false},{"name":"I. A. Krasil’nikov","is_ca":false},{"name":"S. M. Khrebtov","is_ca":false},{"name":"L. I. Krupnik","is_ca":false},{"name":"M. Liniers","is_ca":false},{"name":"S. E. Lysenko","is_ca":false},{"name":"V.A. Mavrin","is_ca":false},{"name":"J.L. de Pablos","is_ca":false},{"name":"M. A. Pedrosa","is_ca":false},{"name":"S.V. Perfilov","is_ca":false},{"name":"М.В. Уфимцев","is_ca":false},{"name":"T. Ido","is_ca":false},{"name":"K. Nagaoka","is_ca":false},{"name":"S. Yamamoto","is_ca":false},{"name":"Yu.I. Taschev","is_ca":false},{"name":"A. Zhezhera","is_ca":false},{"name":"A. I. Smolyakov","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01439194242996208,"gpt":0.2390973836388955,"spread":0.2247054412089335,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001957268,0.0003596171,0.0002112342,0.0005160538,0.0002903609,0.0004131863,0.0002960054,0.0002237163,0.001538787],"category_scores_gemma":[0.0003255392,0.0001971517,0.0001401677,0.0004986155,0.0004535347,0.0003292403,0.0005865551,0.0003594941,0.0002699379],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000175842,"about_ca_system_score_gemma":0.00006987397,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004124242,"about_ca_topic_score_gemma":0.0005389978,"domain_scores_codex":[0.9998782,0.00001515397,0.000003619441,0.00004150888,0.00003849311,0.00002310749],"domain_scores_gemma":[0.9998222,0.00004153744,0.00004842862,0.00002505099,0.0000337013,0.00002908222],"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":[0.000276216,0.00002268773,0.007812717,0.00008770701,0.00002596937,0.0001412581,0.0003591961,0.0004892252,0.9737055,0.0006134539,0.0003061415,0.01615987],"study_design_scores_gemma":[0.00003941841,0.0003893215,0.1248781,0.00004176,0.00006904799,0.0005651801,0.0004574587,0.02654385,0.8372229,0.001303942,0.008419758,0.00006916108],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9723696,0.0009091151,0.02131855,0.00006146944,0.0000410082,0.0000314101,0.0004431309,0.0002548146,0.004571028],"genre_scores_gemma":[0.990891,0.0002334908,0.007619014,0.00003072773,0.00001731765,0.00002740647,0.0002318035,0.00005243234,0.0008967111],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001538787,"threshold_uncertainty_score":0.005147755,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2604198613","doi":"10.1088/1741-4326/aa6b16","title":"Controlling marginally detached divertor plasmas","year":2017,"lang":"en","type":"article","venue":"Nuclear Fusion","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":62,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada; Office of Science; U.S. Department of Energy","keywords":"Divertor; Plasma; Physics; Materials science; Nuclear physics; Atomic physics; Nuclear engineering; Tokamak; Mechanics","authors":[{"name":"D. Eldon","is_ca":false},{"name":"Egemen Kolemen","is_ca":false},{"name":"J.L. Barton","is_ca":false},{"name":"A. Briesemeister","is_ca":false},{"name":"D.A. Humphreys","is_ca":false},{"name":"A.W. Leonard","is_ca":false},{"name":"R. Maingi","is_ca":false},{"name":"M. A. Makowski","is_ca":false},{"name":"A.G. McLean","is_ca":false},{"name":"Auna Moser","is_ca":false},{"name":"P.C. Stangeby","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01540270189011927,"gpt":0.2591849291110441,"spread":0.2437822272209249,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003416562,0.0005193601,0.0004803322,0.0002184344,0.000739536,0.001290752,0.0007300528,0.0005636413,0.004410737],"category_scores_gemma":[0.001237686,0.0003070983,0.0002349276,0.0001771752,0.0006812311,0.001184255,0.001895242,0.0008929631,0.001257113],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004676823,"about_ca_system_score_gemma":0.0003702103,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004400375,"about_ca_topic_score_gemma":0.0005567972,"domain_scores_codex":[0.9997994,0.00002155668,0.000007968384,0.0000424992,0.00006944653,0.0000591054],"domain_scores_gemma":[0.9996282,0.0001021993,0.00006702051,0.0000539047,0.00006940669,0.00007938885],"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":[0.0009595538,0.0001537308,0.003396278,0.0005772095,0.0000795099,0.0008236718,0.0005713456,0.02053749,0.8949888,0.0224343,0.01097462,0.04450352],"study_design_scores_gemma":[0.0004864992,0.001277204,0.005683539,0.0001047443,0.0001045055,0.00116585,0.000723339,0.2811777,0.6021503,0.02213967,0.08480906,0.0001775889],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8323488,0.006119631,0.09552595,0.002395277,0.001990952,0.0003043467,0.0005039957,0.00186863,0.05894241],"genre_scores_gemma":[0.9829344,0.001260464,0.007117287,0.0003709067,0.0001613521,0.00008025551,0.0002428117,0.0001684351,0.007664041],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004410737,"threshold_uncertainty_score":0.01475543,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2596995715","doi":"10.1088/1741-4326/aa5e27","title":"Strong correlation between<i>D</i><sub>2</sub>density and electron temperature at the target of divertors found in SOLPS analysis","year":2017,"lang":"en","type":"article","venue":"Nuclear Fusion","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":61,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"","keywords":"Electron temperature; Materials science; Electron; Electron density; Condensed matter physics; Atomic physics; Physics; Nuclear physics","authors":[{"name":"P.C. Stangeby","is_ca":true},{"name":"Chaofeng Sang","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.008088293131434224,"gpt":0.2453267542882844,"spread":0.2372384611568502,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006363525,0.0006671759,0.0003445946,0.0004946383,0.0003470203,0.0007592107,0.00071437,0.0004478029,0.004405526],"category_scores_gemma":[0.002691163,0.0003101057,0.0004736994,0.0005861975,0.0004842661,0.0006358718,0.0005592065,0.0007222642,0.0006010486],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006069338,"about_ca_system_score_gemma":0.0005065157,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003162745,"about_ca_topic_score_gemma":0.003090535,"domain_scores_codex":[0.9996513,0.00004363406,0.00002068657,0.00006516439,0.0001797732,0.00003926883],"domain_scores_gemma":[0.9988576,0.0006567985,0.0001211359,0.0001631997,0.0001653357,0.00003594724],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001389299,0.000265656,0.1914711,0.001246875,0.0003989095,0.001770288,0.001456141,0.52827,0.1401919,0.03334589,0.01513449,0.08505952],"study_design_scores_gemma":[0.00004816992,0.0001279404,0.03969081,0.0000693135,0.00005368103,0.0003549283,0.0003169341,0.8064222,0.1344485,0.008598682,0.009792862,0.0000759868],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8880343,0.0002862724,0.08036381,0.000551088,0.00007948376,0.00007580923,0.003597316,0.004267166,0.02274476],"genre_scores_gemma":[0.983488,0.00006883015,0.01203989,0.00005450581,0.000006453036,0.00004185427,0.00168382,0.0007308291,0.001885742],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004405526,"threshold_uncertainty_score":0.01473796,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2002625689","doi":"10.1088/0029-5515/50/9/095011","title":"Preliminary results of ELMy H-mode experiments on the HL-2A tokamak","year":2010,"lang":"en","type":"article","venue":"Nuclear Fusion","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":60,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"National Research Council Canada","keywords":"Tokamak; Atomic physics; Plasma; Dwell time; Materials science; Supersonic speed; Magnetic confinement fusion; DIII-D; Physics; Nuclear physics; Mechanics","authors":[{"name":"X.R. Duan","is_ca":false},{"name":"J.Q. Dong","is_ca":false},{"name":"L.W. Yan","is_ca":false},{"name":"X.T. Ding","is_ca":false},{"name":"Q.W. Yang","is_ca":false},{"name":"Junfeng Rao","is_ca":false},{"name":"D.Q. Liu","is_ca":false},{"name":"W.M. Xuan","is_ca":false},{"name":"L.Y. Chen","is_ca":false},{"name":"X.D. Li","is_ca":false},{"name":"G.J. Lei","is_ca":false},{"name":"J.Y. Cao","is_ca":false},{"name":"Z. Cao","is_ca":false},{"name":"Xiaohui Song","is_ca":false},{"name":"Yuan Huang","is_ca":false},{"name":"Yi Liu","is_ca":false},{"name":"W.C. Mao","is_ca":false},{"name":"Q.M. Wang","is_ca":false},{"name":"Z.Y. Cui","is_ca":false},{"name":"Xia Ji","is_ca":false},{"name":"B. Li","is_ca":false},{"name":"G.S. Li","is_ca":false},{"name":"H.J. Li","is_ca":false},{"name":"Chen Luo","is_ca":false},{"name":"Y.Q. Wang","is_ca":false},{"name":"L.H. Yao","is_ca":false},{"name":"Lixiao Yao","is_ca":false},{"name":"J.H. Zhang","is_ca":false},{"name":"J. Zhou","is_ca":false},{"name":"Y. Zhou","is_ca":false},{"name":"Yong Liu","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01519798262243365,"gpt":0.2807799368072685,"spread":0.2655819541848348,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006645528,0.000435516,0.0006083385,0.0002062816,0.0006323686,0.0003480109,0.0004080118,0.0004103788,0.001638553],"category_scores_gemma":[0.0004789716,0.0001641297,0.0003713849,0.0002712687,0.0004936638,0.0004647184,0.0006541281,0.0005700616,0.0004743395],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003354269,"about_ca_system_score_gemma":0.000132199,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008297536,"about_ca_topic_score_gemma":0.0007604597,"domain_scores_codex":[0.9997472,0.00004257646,0.00001200509,0.00005413167,0.0000564808,0.0000874927],"domain_scores_gemma":[0.9996048,0.0001188757,0.00004565551,0.00007837341,0.00009003277,0.0000622935],"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":[0.00178644,0.0002935119,0.006150671,0.0002817303,0.00008616691,0.0003837854,0.0008982028,0.002760455,0.9776385,0.0004389562,0.0008920747,0.008389475],"study_design_scores_gemma":[0.0002860526,0.004611875,0.07105085,0.00002447357,0.00009094595,0.0004208865,0.0003738602,0.005126951,0.9091891,0.000588579,0.008178313,0.00005808973],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9924616,0.0002970978,0.003008503,0.0000808096,0.000007767385,0.000055947,0.0006552554,0.0001085584,0.00332441],"genre_scores_gemma":[0.9939527,0.000197155,0.003173024,0.00003924077,0.00002147776,0.00005834047,0.0007512925,0.0000641733,0.001742664],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001638553,"threshold_uncertainty_score":0.005481541,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2090501620","doi":"10.1088/0029-5515/53/7/073016","title":"Scrape-off layer properties of ITER-like limiter start-up plasmas in JET","year":2013,"lang":"en","type":"article","venue":"Nuclear Fusion","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":58,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"Engineering and Physical Sciences Research Council; European Commission; Research Councils UK; Culham Centre for Fusion Energy; EUROfusion","keywords":"Limiter; Heat flux; Plasma; Materials science; Tokamak; Mechanics; Jet (fluid); Flux (metallurgy); Heat transfer; Physics; Nuclear physics","authors":[{"name":"G. Arnoux","is_ca":false},{"name":"Thomas A. Farley","is_ca":false},{"name":"C. Silva","is_ca":false},{"name":"S. Devaux","is_ca":false},{"name":"M. Firdaouss","is_ca":false},{"name":"D. Frigione","is_ca":false},{"name":"R.J. Goldston","is_ca":false},{"name":"J.P. Gunn","is_ca":false},{"name":"J. Horáček","is_ca":false},{"name":"S. Jachmich","is_ca":false},{"name":"P. Lomas","is_ca":false},{"name":"S. Marsen","is_ca":false},{"name":"G.F. Matthews","is_ca":false},{"name":"R.A. Pitts","is_ca":false},{"name":"M. Stamp","is_ca":false},{"name":"P.C. Stangeby","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02352597698098462,"gpt":0.2263567613901453,"spread":0.2028307844091606,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002996303,0.0002278631,0.0003440132,0.0004201693,0.0003590481,0.0006094107,0.0003622233,0.0003172692,0.001368049],"category_scores_gemma":[0.000615006,0.0002237284,0.0002519368,0.0002897423,0.0005544468,0.0004825559,0.0002821995,0.000394797,0.0003137839],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003255091,"about_ca_system_score_gemma":0.0000948388,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001266995,"about_ca_topic_score_gemma":0.0005807246,"domain_scores_codex":[0.9998569,0.00001577793,0.000004458952,0.00003807031,0.00005298195,0.00003177351],"domain_scores_gemma":[0.9997681,0.00007843797,0.00005316527,0.00002195206,0.0000519132,0.00002638335],"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":[0.001267085,0.00008411236,0.0285052,0.0001436609,0.00006941379,0.0007185765,0.001419377,0.00562197,0.9525302,0.0004937997,0.0006335863,0.008513057],"study_design_scores_gemma":[0.00009211248,0.00082499,0.2860189,0.00002819982,0.0000451599,0.0009342136,0.0007448997,0.02712515,0.6807202,0.0009523709,0.002437906,0.0000758727],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971212,0.0002546898,0.001039932,0.00002600292,0.000003966687,0.000009090339,0.0001674938,0.00009362298,0.001283984],"genre_scores_gemma":[0.9991425,0.00006295492,0.0002303303,0.000008923885,0.00000318657,0.000006557452,0.0002306952,0.00002125198,0.0002934954],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001368049,"threshold_uncertainty_score":0.004576564,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2604681814","doi":"10.1088/1741-4326/aa66b2","title":"The inter-ELM tungsten erosion profile in DIII-D H-mode discharges and benchmarking with ERO+OEDGE modeling","year":2017,"lang":"en","type":"article","venue":"Nuclear Fusion","topic":"Fusion materials and technologies","field":"Materials Science","cited_by":58,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"U.S. Department of Energy","keywords":"DIII-D; Divertor; Materials science; Tungsten; Atomic physics; Plasma; Sputtering; Impurity; Extreme ultraviolet; Tokamak; Physics; Nuclear physics; Optics; Nanotechnology; Laser; Thin film","authors":[{"name":"T. Abrams","is_ca":false},{"name":"Rui Ding","is_ca":false},{"name":"Huan Guo","is_ca":false},{"name":"D. M. Thomas","is_ca":false},{"name":"C. Chrobak","is_ca":false},{"name":"D.L. Rudakov","is_ca":false},{"name":"A.G. McLean","is_ca":false},{"name":"E.A. Unterberg","is_ca":false},{"name":"A. Briesemeister","is_ca":false},{"name":"P.C. Stangeby","is_ca":true},{"name":"J.D. Elder","is_ca":true},{"name":"W.R. Wampler","is_ca":false},{"name":"J.G. Watkins","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01554079125969532,"gpt":0.2463520631010229,"spread":0.2308112718413275,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005850371,0.000462953,0.00038832,0.000346568,0.0003936593,0.0007318684,0.0008757684,0.00062033,0.004372648],"category_scores_gemma":[0.0006084232,0.0001970349,0.0004158627,0.0004946905,0.000251313,0.0007316959,0.0004173935,0.0005476262,0.001112571],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008235092,"about_ca_system_score_gemma":0.0002953866,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00393239,"about_ca_topic_score_gemma":0.005124458,"domain_scores_codex":[0.9998232,0.00001415618,0.000007813986,0.00003460935,0.00008456966,0.00003559787],"domain_scores_gemma":[0.9998129,0.0000547404,0.0000153446,0.00003319492,0.00007345853,0.00001038824],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.003693453,0.0005117097,0.03492013,0.001050416,0.0002352851,0.001292742,0.000999069,0.5254369,0.3401662,0.008458306,0.01239479,0.07084106],"study_design_scores_gemma":[0.00007370328,0.0005260664,0.02337803,0.00005630182,0.00005117015,0.0002896353,0.0004971834,0.6452427,0.3174975,0.001732409,0.01059725,0.00005812976],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9288473,0.0004554655,0.03278653,0.0002210511,0.0000381326,0.00007921865,0.003823256,0.001355682,0.03239349],"genre_scores_gemma":[0.9909847,0.0001345393,0.003373065,0.00003288472,0.000002947688,0.00002632261,0.001243547,0.0002307299,0.003971364],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004372648,"threshold_uncertainty_score":0.01462799,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2778779895","doi":"10.1088/1741-4326/aacdb6","title":"Hydrogen bubble nucleation by self-clustering: density functional theory and statistical model studies using tungsten as a model system","year":2018,"lang":"en","type":"article","venue":"Nuclear Fusion","topic":"Fusion materials and technologies","field":"Materials Science","cited_by":57,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"National Key Research and Development Program of China; China Scholarship Council; Université du Québec à Montréal; Natural Sciences and Engineering Research Council of Canada; National Natural Science Foundation of China; McGill University","keywords":"Hydrogen; Nucleation; Tungsten; Bubble; Work (physics); Metallic hydrogen; Density functional theory","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.03052155945387152,"gpt":0.2646054869621973,"spread":0.2340839275083257,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007731632,0.0003300029,0.0008793142,0.0007325686,0.0006927305,0.0006438804,0.001071673,0.000843037,0.0008366925],"category_scores_gemma":[0.001242417,0.0004326451,0.00103149,0.0004054731,0.0006153774,0.001303503,0.0005806941,0.0005670949,0.0001173384],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007777138,"about_ca_system_score_gemma":0.0007449778,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01009453,"about_ca_topic_score_gemma":0.00416466,"domain_scores_codex":[0.9998409,0.00004069193,0.000008206143,0.00002585732,0.00004644284,0.0000379054],"domain_scores_gemma":[0.999365,0.0003761925,0.00004556675,0.00004998271,0.0001213437,0.00004191037],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002670593,0.0003797559,0.004719188,0.0004253568,0.0001971199,0.0004247187,0.0003788325,0.7617448,0.04045072,0.1778811,0.002615697,0.01051559],"study_design_scores_gemma":[0.000004659095,0.00001187756,0.0002849444,0.000001770254,0.000007728768,0.0000102928,0.0000139649,0.9959298,0.001261565,0.002390902,0.00007319228,0.00000930704],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9280021,0.001792056,0.0651359,0.0006324332,0.00006395953,0.00004251839,0.0001104757,0.0001086079,0.004111966],"genre_scores_gemma":[0.9939181,0.0007267641,0.003610722,0.00004420413,0.00002053586,0.00003260652,0.00011196,0.00003158464,0.001503594],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01009453,"threshold_uncertainty_score":0.02007151,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2164356815","doi":"10.1088/0029-5515/45/9/007","title":"Scaling of the energy confinement time with β and collisionality approaching ITER conditions","year":2005,"lang":"en","type":"article","venue":"Nuclear Fusion","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":54,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Stem Cell Network","funders":"Engineering and Physical Sciences Research Council","keywords":"Collisionality; Scaling; Physics; Dimensionless quantity; Statistical physics; Set (abstract data type); Mode (computer interface); Computer science; Mathematics; Nuclear physics; Tokamak; Plasma; Thermodynamics","authors":[{"name":"J.G. Cordey","is_ca":false},{"name":"K. Thomsen","is_ca":false},{"name":"A. N. Chudnovskiy","is_ca":false},{"name":"O. Kardaun","is_ca":false},{"name":"T. Takizuka","is_ca":false},{"name":"J. Snipes","is_ca":false},{"name":"M. Greenwald","is_ca":false},{"name":"L. Sugiyama","is_ca":false},{"name":"F. Ryter","is_ca":false},{"name":"A. Kus","is_ca":false},{"name":"J. Stöber","is_ca":false},{"name":"J. C. DeBoo","is_ca":false},{"name":"C. C. Petty","is_ca":false},{"name":"G. Bracco","is_ca":false},{"name":"F. Romanelli","is_ca":false},{"name":"Z.Y. Cui","is_ca":false},{"name":"Y. Liu","is_ca":false},{"name":"D. C. McDonald","is_ca":false},{"name":"A. Meakins","is_ca":false},{"name":"Y. Miura","is_ca":false},{"name":"K. Shinohara","is_ca":false},{"name":"K. Tsuzuki","is_ca":false},{"name":"Yoshihiro Kamada","is_ca":false},{"name":"H. Urano","is_ca":false},{"name":"M. Valovič","is_ca":false},{"name":"R. Akers","is_ca":false},{"name":"C Brickley","is_ca":false},{"name":"A. Sykes","is_ca":false},{"name":"M. J. Walsh","is_ca":false},{"name":"S. Kaye","is_ca":false},{"name":"C. E. Bush","is_ca":false},{"name":"D. Hogewei","is_ca":false},{"name":"Yves Martin","is_ca":false},{"name":"A. Côté","is_ca":true},{"name":"G.W. Pacher","is_ca":true},{"name":"J. Ongena","is_ca":false},{"name":"F. Imbeaux","is_ca":false},{"name":"G. T. Hoang","is_ca":false},{"name":"S. V. Lebedev","is_ca":false},{"name":"V. M. Leonov","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.006908532864466192,"gpt":0.2199577843695127,"spread":0.2130492515050466,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003001983,0.000632286,0.00071492,0.001781672,0.0003382241,0.001239392,0.0008618449,0.0004688487,0.002728394],"category_scores_gemma":[0.01798078,0.0002411705,0.0005289738,0.001798657,0.0002725566,0.001561305,0.001003672,0.0008939327,0.001335024],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003704516,"about_ca_system_score_gemma":0.0004076757,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002664766,"about_ca_topic_score_gemma":0.00267698,"domain_scores_codex":[0.9988697,0.000222057,0.0001168833,0.0003866977,0.0003201281,0.00008450619],"domain_scores_gemma":[0.9934308,0.002701563,0.0006943545,0.001790703,0.001249677,0.0001330261],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.002349471,0.0002809178,0.3059315,0.0008142436,0.0005226087,0.0005501966,0.0005973926,0.141091,0.04418521,0.009412696,0.04096508,0.4532997],"study_design_scores_gemma":[0.00009741431,0.000508959,0.398371,0.0001004936,0.000188348,0.001035572,0.0003795398,0.4690128,0.0775639,0.01105046,0.04145542,0.0002360048],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8301775,0.001426452,0.1188543,0.0005590747,0.0002436413,0.0001266567,0.03225647,0.004466091,0.01188985],"genre_scores_gemma":[0.9150227,0.0005545293,0.04731828,0.00009231873,0.00008000424,0.0001291005,0.0334686,0.0005727379,0.002761751],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003001983,"threshold_uncertainty_score":0.01587623,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1960952268","doi":"10.1088/0029-5515/55/9/093014","title":"Identifying the location of the OMP separatrix in DIII-D using power accounting","year":2015,"lang":"en","type":"article","venue":"Nuclear Fusion","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":51,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"Oak Ridge National Laboratory; Sandia National Laboratories; U.S. Department of Energy; Fusion Energy Sciences; Lawrence Livermore National Laboratory; University of California, San Diego; Office of Science","keywords":"Divertor; DIII-D; Separatrix; Power (physics); Tokamak; Thomson scattering; Physics; Plasma; Computational physics; Flux (metallurgy); Materials science; Nuclear physics; Thermodynamics","authors":[{"name":"P.C. Stangeby","is_ca":true},{"name":"J.M. Canik","is_ca":false},{"name":"J.D. Elder","is_ca":true},{"name":"C.J. Lasnier","is_ca":false},{"name":"A.W. Leonard","is_ca":false},{"name":"D. Eldon","is_ca":false},{"name":"M. A. Makowski","is_ca":false},{"name":"T.H. Osborne","is_ca":false},{"name":"B. A. Grierson","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03504677655667039,"gpt":0.303441726502696,"spread":0.2683949499460256,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002578163,0.0003585426,0.0002013341,0.0006242483,0.0002705055,0.0007618766,0.0005750401,0.0002482547,0.0009217568],"category_scores_gemma":[0.0008526938,0.0002337056,0.0001332659,0.0006725611,0.0002526213,0.0005385849,0.0006847839,0.0004262678,0.0003111019],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005653797,"about_ca_system_score_gemma":0.0001849988,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001125279,"about_ca_topic_score_gemma":0.001713703,"domain_scores_codex":[0.9998485,0.0000156383,0.00001098214,0.00004182322,0.00006460568,0.00001850391],"domain_scores_gemma":[0.9996805,0.00008653328,0.00006731061,0.00006075963,0.00008822401,0.00001670955],"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":[0.001941401,0.0002033648,0.1254795,0.000575406,0.00008989515,0.001362804,0.001524591,0.04466987,0.5636876,0.01014097,0.00306315,0.2472616],"study_design_scores_gemma":[0.00004513192,0.0002326133,0.1729347,0.00005503882,0.00003709424,0.0008672388,0.0007321209,0.1808658,0.6291119,0.003352093,0.0117011,0.00006512304],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8121427,0.0003272235,0.1673419,0.0001354943,0.00002830694,0.00008257095,0.0008842167,0.001216078,0.01784151],"genre_scores_gemma":[0.947041,0.0001762945,0.04903424,0.00003777134,0.000004704672,0.00004987348,0.0006738823,0.0001211827,0.002861031],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001125279,"threshold_uncertainty_score":0.004102111,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2064083040","doi":"10.1088/0029-5515/50/12/125003","title":"The relation between upstream density and temperature widths in the scrape-off layer and the power width in an attached divertor","year":2010,"lang":"en","type":"article","venue":"Nuclear Fusion","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":51,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"","keywords":"Divertor; Plasma; Flux (metallurgy); Mechanics; Heat flux; Upstream (networking); Thermal conduction; Physics; Power (physics); Power density; Effective radiated power; Tapering; Enhanced Data Rates for GSM Evolution; Range (aeronautics); Computational physics; Atomic physics; Materials science; Heat transfer; Nuclear physics; Thermodynamics; Tokamak","authors":[{"name":"P.C. Stangeby","is_ca":true},{"name":"J.M. Canik","is_ca":false},{"name":"D.G. Whyte","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.00793285117744734,"gpt":0.250169738390888,"spread":0.2422368872134406,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001287213,0.0002511707,0.000148803,0.0002214924,0.0002094379,0.0005308714,0.0003578586,0.0002292733,0.001815571],"category_scores_gemma":[0.0008088066,0.0002562118,0.0001535857,0.0001141992,0.0004033575,0.0004521449,0.0003547964,0.0004797495,0.0002827837],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002731867,"about_ca_system_score_gemma":0.0001772538,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009947892,"about_ca_topic_score_gemma":0.0006760583,"domain_scores_codex":[0.9999512,0.000004588501,0.000002702712,0.00001459727,0.00001147723,0.00001541304],"domain_scores_gemma":[0.9997938,0.00009708943,0.0000385852,0.00001619667,0.00002654715,0.00002768321],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0007783115,0.0001306607,0.05148839,0.0002899501,0.00006887882,0.001827498,0.000877747,0.4662807,0.4294128,0.01515739,0.001884349,0.03180336],"study_design_scores_gemma":[0.00006842054,0.0005165858,0.09032199,0.00008643592,0.00005250399,0.0009798057,0.0005654312,0.6433305,0.2557783,0.004696194,0.003476573,0.0001273061],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9823651,0.0002094751,0.01023781,0.00007948578,0.00001466685,0.000009617068,0.0001300415,0.0001760817,0.006777827],"genre_scores_gemma":[0.9979797,0.0000550448,0.00117468,0.000009368513,0.000001532831,0.000005890351,0.00006592312,0.00001674721,0.0006911005],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001815571,"threshold_uncertainty_score":0.006073654,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1995351712","doi":"10.1088/0029-5515/51/6/063011","title":"Calculated neutron emission spectrum with knock-on effects for RF heated (<sup>3</sup>He)D plasmas","year":2011,"lang":"en","type":"article","venue":"Nuclear Fusion","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":50,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Institute of Circulatory and Respiratory Health; Centre National de la Recherche Scientifique","keywords":"Atomic physics; Neutron emission; Deuterium; Neutron; Plasma; Physics; Nuclear physics; Population; Ion; Materials science; Neutron temperature","authors":[{"name":"M. Nocente","is_ca":false},{"name":"G. Gorini","is_ca":false},{"name":"J. Källne","is_ca":false},{"name":"M. Tardocchi","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.012421649322954,"gpt":0.2272889963933982,"spread":0.2148673470704442,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002520178,0.0006400193,0.0004537349,0.0003784715,0.0003332508,0.0002790579,0.0005381025,0.0006518715,0.002717153],"category_scores_gemma":[0.0008673783,0.0002199884,0.0005934029,0.0003666651,0.0003561455,0.000274208,0.0003115331,0.0003988139,0.0003796885],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007328927,"about_ca_system_score_gemma":0.0002024801,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001552997,"about_ca_topic_score_gemma":0.0008451435,"domain_scores_codex":[0.9998547,0.00002656961,0.000006060027,0.0000226777,0.00005391645,0.00003612568],"domain_scores_gemma":[0.9996923,0.0001809239,0.00002619408,0.00002423199,0.0000555845,0.00002075405],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.002137456,0.0001355584,0.01981664,0.0005342733,0.0001964536,0.002282355,0.0004854689,0.5333329,0.4031985,0.01802907,0.0006222681,0.01922913],"study_design_scores_gemma":[0.000193466,0.0003168181,0.03300729,0.00005351902,0.000107267,0.001099553,0.0001911858,0.7099633,0.2468501,0.00582313,0.002312264,0.00008207936],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.954812,0.0003594642,0.03406714,0.00006675484,0.0000134456,0.00002798425,0.000407947,0.0003202567,0.009925032],"genre_scores_gemma":[0.9961001,0.0001545103,0.002483047,0.00001622928,0.000003005922,0.00002108073,0.0002338536,0.00006252056,0.0009257277],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002717153,"threshold_uncertainty_score":0.009089828,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2003200816","doi":"10.1088/0029-5515/53/6/063022","title":"Inter-machine validation study of neoclassical transport modelling in medium- to high-density stellarator-heliotron plasmas","year":2013,"lang":"en","type":"article","venue":"Nuclear Fusion","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":50,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"National Research Council Canada","keywords":"Stellarator; Ambipolar diffusion; Physics; Plasma; Large Helical Device; Electric field; Atomic physics; Fusion power; Magnetic confinement fusion; Computational physics; Nuclear physics; Tokamak","authors":[{"name":"A. Dinklage","is_ca":false},{"name":"M. Yokoyama","is_ca":false},{"name":"K. Tanaka","is_ca":false},{"name":"J. L. Velasco","is_ca":false},{"name":"D. Löpez‐Bruna","is_ca":false},{"name":"C. D. Beidler","is_ca":false},{"name":"S. Satake","is_ca":false},{"name":"E. Ascasíbar","is_ca":false},{"name":"Juan Miguel Insúa Arévalo","is_ca":false},{"name":"J. Baldzuhn","is_ca":false},{"name":"Y. Feng","is_ca":false},{"name":"D. Gates","is_ca":false},{"name":"J. Geiger","is_ca":false},{"name":"K. Ida","is_ca":false},{"name":"M. Yu. Isaev","is_ca":false},{"name":"M. Jakubowski","is_ca":false},{"name":"A. López‐Fraguas","is_ca":false},{"name":"H. Maaßberg","is_ca":false},{"name":"J. Miyazawa","is_ca":false},{"name":"T. Morisaki","is_ca":false},{"name":"S. Murakami","is_ca":false},{"name":"N. Pablant","is_ca":false},{"name":"S. Kobayashi","is_ca":false},{"name":"R. Seki","is_ca":false},{"name":"C. Suzuki","is_ca":false},{"name":"Y. Suzuki","is_ca":false},{"name":"A. Wakasa","is_ca":false},{"name":"R. C. Wolf","is_ca":false},{"name":"H. Yamada","is_ca":false},{"name":"M. Yoshinuma","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0139035810830853,"gpt":0.2375847707318252,"spread":0.2236811896487399,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002288644,0.0004819976,0.0004807184,0.0004531213,0.000454578,0.0008926883,0.0009818012,0.0006047549,0.001431668],"category_scores_gemma":[0.003147637,0.0001902769,0.0005376437,0.0004460998,0.0006190001,0.0007435913,0.0007746262,0.0006053082,0.000352343],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008217025,"about_ca_system_score_gemma":0.0004060239,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001437611,"about_ca_topic_score_gemma":0.0009666613,"domain_scores_codex":[0.9991787,0.000248244,0.00004253979,0.0001585568,0.0002973135,0.00007461822],"domain_scores_gemma":[0.9979207,0.0009793692,0.0001581991,0.0004521404,0.000431662,0.0000579029],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001566816,0.0004936515,0.05431404,0.0004911245,0.0002227752,0.0005355798,0.0006367894,0.7970553,0.05965233,0.00454303,0.002403053,0.0780855],"study_design_scores_gemma":[0.00005380225,0.0009620214,0.02439465,0.00003617666,0.00003932554,0.0001641345,0.0001780358,0.9008911,0.06905773,0.001377244,0.002805569,0.00004022894],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9591431,0.0001460979,0.03559565,0.0000889804,0.00004536676,0.0000640529,0.0004445442,0.0007803271,0.003691893],"genre_scores_gemma":[0.9950788,0.0000266408,0.004035748,0.00001054102,0.000002942983,0.00002396112,0.0003214347,0.00004971368,0.0004502006],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002288644,"threshold_uncertainty_score":0.01210362,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2205745377","doi":"10.1088/0029-5515/56/1/016021","title":"Simulation of gross and net erosion of high-Z materials in the DIII-D divertor","year":2015,"lang":"en","type":"article","venue":"Nuclear Fusion","topic":"Fusion materials and technologies","field":"Materials Science","cited_by":50,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"Advanced Scientific Computing Research; Office of Science; Austrian Science Fund; National Natural Science Foundation of China; National Nuclear Security Administration; Chinesisch-Deutsche Zentrum für Wissenschaftsförderung; Sandia National Laboratories; Fusion Energy Sciences; U.S. Department of Energy","keywords":"Divertor; DIII-D; Materials science; Plasma; Erosion; Sputtering; Ionization; Atomic physics; Electric field; Tokamak; Ion; Nuclear physics; Physics; Nanotechnology; Thin film","authors":[{"name":"Rui Ding","is_ca":false},{"name":"P.C. Stangeby","is_ca":true},{"name":"D.L. Rudakov","is_ca":false},{"name":"J.D. Elder","is_ca":true},{"name":"D. Tskhakaya","is_ca":false},{"name":"W.R. Wampler","is_ca":false},{"name":"A. Kirschner","is_ca":false},{"name":"A.G. McLean","is_ca":false},{"name":"Huan Guo","is_ca":false},{"name":"V. S. Chan","is_ca":false},{"name":"P.B. Snyder","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02824265212239041,"gpt":0.2481808345686512,"spread":0.2199381824462608,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002688143,0.0003276068,0.0003920401,0.0002364417,0.0002819644,0.0003677816,0.000676328,0.0006645619,0.00177402],"category_scores_gemma":[0.0006703339,0.0002449791,0.0002909512,0.00032664,0.0003929932,0.0001993834,0.000296401,0.0003316702,0.0001570469],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006555555,"about_ca_system_score_gemma":0.0003379123,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003242787,"about_ca_topic_score_gemma":0.001524125,"domain_scores_codex":[0.9999248,0.00001402416,0.000002906068,0.00001298208,0.0000234898,0.00002186427],"domain_scores_gemma":[0.9996849,0.0001706415,0.00003446624,0.00003026663,0.00004822436,0.00003149514],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002437183,0.0000473343,0.003032005,0.00007221488,0.00002308336,0.0001818957,0.00007209631,0.9795885,0.01376155,0.0009515308,0.0001923577,0.001833812],"study_design_scores_gemma":[0.00002632456,0.00009190822,0.001252265,0.000004527709,0.00000720334,0.00002861748,0.00002636805,0.990427,0.007667079,0.0001677305,0.0002921077,0.000008976893],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9846705,0.00007097307,0.009799413,0.00004979722,0.00001283101,0.00003273701,0.0003069157,0.0001569093,0.004899901],"genre_scores_gemma":[0.9964136,0.0000394597,0.002621585,0.00001367243,0.000001034608,0.00003751933,0.0001131046,0.00002057286,0.000739466],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003242787,"threshold_uncertainty_score":0.006447852,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2038873614","doi":"10.1088/0029-5515/45/5/005","title":"Long distance coupling of lower hybrid waves in JET plasmas with edge and core transport barriers","year":2005,"lang":"en","type":"article","venue":"Nuclear Fusion","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":48,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Institute of Circulatory and Respiratory Health","keywords":"Plasma; Jet (fluid); Tokamak; Coupling (piping); Core (optical fiber); Atomic physics; Electron; Lower hybrid oscillation; Electron density; Enhanced Data Rates for GSM Evolution; Physics; Reflection (computer programming); Materials science; Mechanics; Optics; Nuclear physics","authors":[{"name":"A. Ekedahl","is_ca":false},{"name":"G. Granucci","is_ca":false},{"name":"J. Mailloux","is_ca":false},{"name":"Y. Baranov","is_ca":false},{"name":"S.K. Erents","is_ca":false},{"name":"E. Joffrin","is_ca":false},{"name":"X. Litaudon","is_ca":false},{"name":"A. Loarte","is_ca":false},{"name":"P. Lomas","is_ca":false},{"name":"D. C. McDonald","is_ca":false},{"name":"V. Petržı́lka","is_ca":false},{"name":"Karin Rantamäki","is_ca":false},{"name":"F. Rimini","is_ca":false},{"name":"C. Silva","is_ca":false},{"name":"M. Stamp","is_ca":false},{"name":"A.A. Tuccillo","is_ca":false},{"name":"Jet Contributors","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.007532812309527264,"gpt":0.2218663142539503,"spread":0.2143335019444231,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002428702,0.0002719736,0.000276318,0.0002092716,0.0002916383,0.0006519143,0.0003697776,0.0003099538,0.001948575],"category_scores_gemma":[0.0003973053,0.0002159756,0.0002136752,0.0002344629,0.000496699,0.0004296149,0.0009882462,0.0003660671,0.0004016847],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003993819,"about_ca_system_score_gemma":0.0001467788,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005688499,"about_ca_topic_score_gemma":0.0005097185,"domain_scores_codex":[0.9998254,0.00002901909,0.000005185934,0.00003564018,0.00004927734,0.00005544566],"domain_scores_gemma":[0.9997452,0.00009165168,0.00005643853,0.00003009438,0.00003358788,0.00004297972],"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":[0.0006076569,0.0000759779,0.003434447,0.0001465236,0.00003310333,0.0005639237,0.0004394623,0.008007997,0.9675407,0.00810463,0.0003407954,0.01070472],"study_design_scores_gemma":[0.0001967024,0.001075329,0.01149868,0.0000253445,0.00004232686,0.0005874915,0.0002986661,0.06819598,0.908329,0.004089663,0.005596068,0.0000646384],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9878704,0.0002308616,0.007794801,0.00004836238,0.0000134779,0.00001198368,0.00002282792,0.00009097839,0.003916429],"genre_scores_gemma":[0.9962544,0.00008955276,0.001989644,0.00001510503,0.000007259196,0.00001203762,0.00003658062,0.00002448108,0.001570823],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001948575,"threshold_uncertainty_score":0.006518602,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2100300277","doi":"10.1088/0029-5515/52/12/123004","title":"Alfvén eigenmode properties and dynamics in the TJ-II stellarator","year":2012,"lang":"en","type":"article","venue":"Nuclear Fusion","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":45,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Saskatchewan","funders":"Russian Foundation for Basic Research","keywords":"Physics; Stellarator; Atomic physics; Plasma; RADIUS; Electric field; Flux (metallurgy); Beam (structure); Ion; Langmuir probe; Wavenumber; Magnetic field; Plasma diagnostics; Optics; Nuclear physics","authors":[{"name":"A. V. Melnikov","is_ca":false},{"name":"L.G. Eliseev","is_ca":false},{"name":"E. Ascasíbar","is_ca":false},{"name":"A.A. Chmyga","is_ca":false},{"name":"C. Hidalgo","is_ca":false},{"name":"T. Ido","is_ca":false},{"name":"R. Jiménez‐Gömez","is_ca":false},{"name":"A.D. Komarov","is_ca":false},{"name":"A.S. Kozachek","is_ca":false},{"name":"L. I. Krupnik","is_ca":false},{"name":"S. M. Khrebtov","is_ca":false},{"name":"A. Könies","is_ca":false},{"name":"Yu. K. Kuznetsov","is_ca":false},{"name":"A. López‐Fraguas","is_ca":false},{"name":"S. E. Lysenko","is_ca":false},{"name":"V.A. Mavrin","is_ca":false},{"name":"K. Nagaoka","is_ca":false},{"name":"J.L. de Pablos","is_ca":false},{"name":"M. A. Pedrosa","is_ca":false},{"name":"S.V. Perfilov","is_ca":false},{"name":"A. I. Smolyakov","is_ca":true},{"name":"D. A. Spong","is_ca":false},{"name":"М.В. Уфимцев","is_ca":false},{"name":"S. Yamamoto","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02169779261912983,"gpt":0.2303079881749807,"spread":0.2086101955558509,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001493561,0.0001716732,0.0003255237,0.0002129775,0.0002549617,0.0003768053,0.0002675096,0.0002330236,0.001138637],"category_scores_gemma":[0.0002881415,0.0001451296,0.0001816048,0.000112794,0.0002162152,0.0001802001,0.0005346187,0.0001792825,0.0005886461],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003070011,"about_ca_system_score_gemma":0.0001396137,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000994412,"about_ca_topic_score_gemma":0.0007356247,"domain_scores_codex":[0.9999247,0.00000764201,0.000002790748,0.00002060098,0.00002707458,0.00001730862],"domain_scores_gemma":[0.9998241,0.00001620096,0.00002799366,0.00001269165,0.00006811922,0.0000507945],"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":[0.0008345327,0.00005070038,0.04775564,0.00004152402,0.00003455112,0.0003067958,0.0008472871,0.004102357,0.9387188,0.0005905965,0.000320499,0.006396705],"study_design_scores_gemma":[0.000162349,0.002857963,0.3905881,0.00002572232,0.00006651506,0.001030467,0.00171478,0.1205185,0.4734553,0.0008071386,0.008682307,0.00009087231],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985701,0.00001413147,0.0004542255,0.000006309007,0.000001556528,0.000002377388,0.0000314163,0.00002964863,0.000890185],"genre_scores_gemma":[0.9984015,0.000008566733,0.0003658128,0.000003783413,0.000001529921,0.000004587047,0.0001407467,0.00001895065,0.001054562],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001138637,"threshold_uncertainty_score":0.003809094,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2084840357","doi":"10.1088/0029-5515/47/7/021","title":"Effect of conditions for gas recirculation on divertor operation in ITER","year":2007,"lang":"en","type":"article","venue":"Nuclear Fusion","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":45,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Hydro-Québec; Institut National de la Recherche Scientifique","funders":"International Atomic Energy Agency","keywords":"Divertor; Nuclear engineering; Leak; Plasma; Materials science; Environmental science; Mechanics; Physics; Nuclear physics; Tokamak; Thermodynamics","authors":[{"name":"A. Kukushkin","is_ca":true},{"name":"H.D. Pacher","is_ca":true},{"name":"V. Kotov","is_ca":true},{"name":"D. Reiter","is_ca":true},{"name":"D. Coster","is_ca":false},{"name":"G.W. Pacher","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.00864481204197189,"gpt":0.298680442458843,"spread":0.2900356304168711,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000668066,0.0006180445,0.0009427925,0.0003595016,0.0005608417,0.001264978,0.0006620276,0.0009191888,0.002034103],"category_scores_gemma":[0.00228156,0.0003363929,0.000442447,0.0003148525,0.0006046742,0.00110178,0.0008454343,0.0006344507,0.0005192893],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007526119,"about_ca_system_score_gemma":0.0004142671,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002740836,"about_ca_topic_score_gemma":0.00131035,"domain_scores_codex":[0.9996246,0.000112657,0.00001851515,0.00006601521,0.00007392915,0.0001043323],"domain_scores_gemma":[0.999011,0.0006370535,0.0001337073,0.00005700558,0.00009977074,0.00006130651],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.006369466,0.0001710983,0.02097357,0.0006317816,0.0001260193,0.002488829,0.0006838192,0.7028241,0.2446653,0.001793541,0.001451008,0.01782138],"study_design_scores_gemma":[0.0002102056,0.003111178,0.02458537,0.0001264454,0.0001813436,0.0009303714,0.000775957,0.5886539,0.3765072,0.001065626,0.003665021,0.0001874038],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9916196,0.000568013,0.00500709,0.00008435419,0.00001917579,0.00001595132,0.0002952416,0.0002916859,0.002098995],"genre_scores_gemma":[0.9991366,0.0001165092,0.0002605902,0.000009992235,0.000002131954,0.000008418528,0.0000983362,0.00003559705,0.0003318122],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002740836,"threshold_uncertainty_score":0.006804764,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2066377290","doi":"10.1088/0029-5515/47/5/012","title":"Modelling of DEMO core plasma consistent with SOL/divertor simulations for long-pulse scenarios with impurity seeding","year":2007,"lang":"en","type":"article","venue":"Nuclear Fusion","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":43,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Institut National de la Recherche Scientifique; Hydro-Québec","funders":"","keywords":"Divertor; Seeding; Impurity; Materials science; Pedestal; Plasma; Nuclear engineering; Core (optical fiber); Pulse (music); Power (physics); Tokamak; Nuclear physics; Optics; Physics; Mechanical engineering; Thermodynamics","authors":[{"name":"G.W. Pacher","is_ca":true},{"name":"H.D. Pacher","is_ca":true},{"name":"G. Janeschitz","is_ca":false},{"name":"A. Kukushkin","is_ca":false},{"name":"V. Kotov","is_ca":false},{"name":"D. Reiter","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03763513070604328,"gpt":0.2649957873819965,"spread":0.2273606566759533,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002945499,0.0005909196,0.0006040061,0.0002968996,0.0006376012,0.0007206007,0.001004088,0.001206944,0.002859968],"category_scores_gemma":[0.001006846,0.0003516402,0.0005453465,0.0003832222,0.0006152534,0.0004511332,0.0005721721,0.0007437599,0.0002902275],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001084363,"about_ca_system_score_gemma":0.000900194,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0116805,"about_ca_topic_score_gemma":0.004953026,"domain_scores_codex":[0.9998896,0.00002638548,0.000003843235,0.00001135448,0.00003473142,0.00003412486],"domain_scores_gemma":[0.9996049,0.0001926237,0.00003786773,0.00002796242,0.0000703067,0.00006638734],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001216782,0.00002838436,0.0007153176,0.00003995461,0.00001506143,0.0001864536,0.00007416981,0.992238,0.003484485,0.001979447,0.0003643363,0.0007527545],"study_design_scores_gemma":[0.00002087355,0.00001951998,0.0002401639,0.000003038079,0.000002367932,0.00001474437,0.00001757079,0.9985054,0.000574187,0.0003754641,0.0002217534,0.000005016011],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.897552,0.0003619358,0.04576465,0.0006300766,0.00008848551,0.0001821229,0.001107983,0.0006093413,0.05370338],"genre_scores_gemma":[0.992561,0.0001008378,0.003704296,0.00004907323,0.00001297392,0.00008735752,0.0003181118,0.00007461353,0.003091699],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0116805,"threshold_uncertainty_score":0.02322501,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2094964233","doi":"10.1088/0029-5515/51/8/083019","title":"A fusion development facility on the critical path to fusion energy","year":2011,"lang":"en","type":"article","venue":"Nuclear Fusion","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":42,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"","keywords":"Tokamak; Nuclear engineering; Nuclear fusion; Fusion power; Nuclear physics; Fusion; Neutron transport; Neutron; Physics; Plasma; Computer science; Engineering","authors":[{"name":"V. S. Chan","is_ca":false},{"name":"R.D. Stambaugh","is_ca":false},{"name":"A. M. Garofalo","is_ca":false},{"name":"J.M. Canik","is_ca":false},{"name":"J. E. Kinsey","is_ca":false},{"name":"J.M. Park","is_ca":false},{"name":"Y.K.M. Peng","is_ca":false},{"name":"T.W. Pétrie","is_ca":false},{"name":"M. Porkoláb","is_ca":false},{"name":"R. Prater","is_ca":false},{"name":"M.E. Sawan","is_ca":false},{"name":"John P. Smith","is_ca":false},{"name":"P.B. Snyder","is_ca":false},{"name":"P.C. Stangeby","is_ca":true},{"name":"C.P.C. Wong","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03324232086496443,"gpt":0.2496271645480792,"spread":0.2163848436831148,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001540176,0.0004511799,0.0004112804,0.0008561698,0.003716523,0.001615633,0.0009882099,0.001779343,0.02293651],"category_scores_gemma":[0.000788527,0.0002309095,0.0003259137,0.0005394465,0.0009754838,0.001842888,0.002594826,0.001790591,0.00516637],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001635278,"about_ca_system_score_gemma":0.005827162,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00170394,"about_ca_topic_score_gemma":0.001854465,"domain_scores_codex":[0.9990212,0.00009144331,0.00001972048,0.000121546,0.0005667047,0.00017933],"domain_scores_gemma":[0.9989911,0.00008793794,0.00005342065,0.0001141221,0.0003194113,0.0004340306],"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":[0.001300642,0.0004436887,0.006386656,0.0005258793,0.00003712813,0.002457596,0.0005904405,0.002306429,0.1616234,0.1397966,0.3286266,0.355905],"study_design_scores_gemma":[0.0001789456,0.001148793,0.002790445,0.0001020899,0.00002441333,0.002058927,0.000239448,0.003171417,0.04296948,0.008142019,0.9391077,0.00006631523],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1709926,0.006708875,0.2890726,0.04229746,0.00774549,0.001498922,0.004135666,0.01576946,0.4617788],"genre_scores_gemma":[0.5111757,0.002698038,0.2598857,0.00488153,0.0009327354,0.0004838982,0.00483981,0.0006807107,0.2144218],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02293651,"threshold_uncertainty_score":0.07673031,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3035989599","doi":"10.1088/1741-4326/ab9e16","title":"A simple analytic model of impurity leakage from the divertor and accumulation in the main scrape-off layer","year":2020,"lang":"en","type":"article","venue":"Nuclear Fusion","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":42,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"Fusion Energy Sciences; UT-Battelle; Research Councils UK; Battelle; U.S. Department of Energy","keywords":"Divertor; Impurity; Leakage (economics); Materials science; Layer (electronics); Simple (philosophy); Nuclear engineering; Atomic physics; Plasma; Nuclear physics; Tokamak; Physics; Nanotechnology","authors":[{"name":"P.C. Stangeby","is_ca":true},{"name":"D. Moulton","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05250490159975121,"gpt":0.2874898958144949,"spread":0.2349849942147436,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002610561,0.001051021,0.0008557942,0.0006521462,0.0007011223,0.001102664,0.002335899,0.002478785,0.004716874],"category_scores_gemma":[0.0006764898,0.0005246884,0.000910639,0.0004761047,0.0009247472,0.001838384,0.000780867,0.001105033,0.001805976],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001518465,"about_ca_system_score_gemma":0.001025745,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005956623,"about_ca_topic_score_gemma":0.001906424,"domain_scores_codex":[0.9998771,0.00002361284,0.000005143556,0.00002868692,0.00003593352,0.00002953128],"domain_scores_gemma":[0.9998775,0.00003408581,0.00002182274,0.00001095052,0.00004162579,0.0000141174],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001103297,0.00005489496,0.0006840345,0.0002715994,0.0000251466,0.0008309942,0.0004013201,0.6875359,0.01928674,0.278529,0.004614247,0.007655708],"study_design_scores_gemma":[0.00001847227,0.00002526325,0.000123336,0.00001536722,0.000008035618,0.0001449707,0.00002615548,0.9838928,0.0009883139,0.01181386,0.002928801,0.00001454844],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.09158925,0.003187618,0.7164846,0.003067596,0.0005357712,0.0003457764,0.001781841,0.001239332,0.1817682],"genre_scores_gemma":[0.8354252,0.002001605,0.0407923,0.0006564494,0.0002360503,0.0006018738,0.0005400104,0.00026651,0.11948],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005956623,"threshold_uncertainty_score":0.0157795,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2526580906","doi":"10.1088/0029-5515/57/2/022014","title":"Analysis of fuelling requirements in ITER H-modes with SOLPS-EPED1 derived scalings","year":2016,"lang":"en","type":"article","venue":"Nuclear Fusion","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":42,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Institut National de la Recherche Scientifique","funders":"","keywords":"Divertor; Pedestal; Materials science; Plasma; Physics; Computer science; Tokamak; Nuclear physics; Mechanical engineering","authors":[{"name":"A.R. Polevoi","is_ca":false},{"name":"A. Loarte","is_ca":false},{"name":"A. Kukushkin","is_ca":false},{"name":"H.D. Pacher","is_ca":true},{"name":"G.W. Pacher","is_ca":false},{"name":"F. Köchl","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01502921809763482,"gpt":0.2572208842749776,"spread":0.2421916661773428,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004932318,0.0004202408,0.0002978693,0.0004101299,0.0002454163,0.0004138754,0.0004366421,0.0003028888,0.001871234],"category_scores_gemma":[0.001614051,0.0001469228,0.0003433286,0.0003921438,0.0002070442,0.0004004897,0.0003021403,0.0003531941,0.0004806148],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005847636,"about_ca_system_score_gemma":0.0002248016,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002323293,"about_ca_topic_score_gemma":0.001290334,"domain_scores_codex":[0.9997529,0.00003497978,0.00001097183,0.00003221379,0.0001201123,0.00004881391],"domain_scores_gemma":[0.9995027,0.0002615266,0.00005626895,0.00004662676,0.0001142448,0.00001869065],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001285383,0.0001292082,0.01635955,0.0004022027,0.00008402413,0.0008234,0.0003038781,0.7413903,0.1868332,0.007567233,0.002662636,0.04215898],"study_design_scores_gemma":[0.00003539622,0.000333005,0.01760854,0.00003259333,0.00002851418,0.0001719751,0.0001330221,0.8456817,0.130727,0.001378754,0.003827031,0.00004244057],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9662298,0.0002374266,0.01389863,0.00008919466,0.000009979792,0.00003754228,0.0009870987,0.0004116688,0.0180986],"genre_scores_gemma":[0.9974058,0.0000447162,0.001386433,0.000008726553,0.000001776501,0.0000264866,0.0003962545,0.00007583781,0.0006539422],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002323293,"threshold_uncertainty_score":0.006259859,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2098314183","doi":"10.1088/0029-5515/51/12/123002","title":"Parametric dependences of momentum pinch and Prandtl number in JET","year":2011,"lang":"en","type":"article","venue":"Nuclear Fusion","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":42,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Institute of Circulatory and Respiratory Health; EUROfusion","keywords":"Collisionality; Pinch; Physics; Prandtl number; Jet (fluid); Rotation (mathematics); Momentum (technical analysis); Extrapolation; Atomic physics; Kinetic energy; Plasma; Mechanics; Computational physics; Tokamak; Convection; Classical mechanics; Nuclear physics; Geometry","authors":[{"name":"T. Tala","is_ca":false},{"name":"A. Salmi","is_ca":false},{"name":"C. Angioni","is_ca":false},{"name":"F. J. Casson","is_ca":false},{"name":"G. Corrigan","is_ca":false},{"name":"J. Ferreira","is_ca":false},{"name":"C. Giroud","is_ca":false},{"name":"P. Mantica","is_ca":false},{"name":"V. Naulin","is_ca":false},{"name":"A. G. Peeters","is_ca":false},{"name":"W.M. Solomon","is_ca":false},{"name":"D. Strintzi","is_ca":false},{"name":"M. Tsalas","is_ca":false},{"name":"T.W. Versloot","is_ca":false},{"name":"P.C. de Vries","is_ca":false},{"name":"K.-D. Zastrow","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02048542265885273,"gpt":0.2492971171157518,"spread":0.2288116944568991,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003545939,0.0003195361,0.0002431519,0.0004086013,0.0002422843,0.0005815119,0.0004721799,0.0003020902,0.0009695117],"category_scores_gemma":[0.001862654,0.0003138396,0.0003724525,0.0003780509,0.0006929659,0.0006979193,0.0004533257,0.000772924,0.0001345075],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004745513,"about_ca_system_score_gemma":0.0001929799,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009710898,"about_ca_topic_score_gemma":0.000429356,"domain_scores_codex":[0.9997725,0.00003025113,0.00001117978,0.00005885036,0.00006876519,0.00005844425],"domain_scores_gemma":[0.9989568,0.0006038918,0.0001909644,0.0001214939,0.00008314689,0.00004363248],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001297914,0.0002253885,0.03391279,0.0004097561,0.0002081924,0.001424886,0.0012507,0.3255946,0.6023884,0.009194158,0.000805226,0.02328806],"study_design_scores_gemma":[0.00005808956,0.0007273848,0.03637864,0.00003393693,0.00005291572,0.000287133,0.0001602355,0.5809506,0.3777639,0.002025425,0.001393958,0.0001678473],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9901581,0.0003126396,0.006083687,0.00009414928,0.00001297783,0.00001824666,0.00014053,0.0002160061,0.002963643],"genre_scores_gemma":[0.9992262,0.00005320039,0.0004752261,0.000004186171,0.000001983733,0.000007911101,0.00003640678,0.00001761128,0.0001772288],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009710898,"threshold_uncertainty_score":0.003443182,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2278622572","doi":"10.1088/0029-5515/55/11/113020","title":"Integrated discharge scenario for high-temperature helical plasma in LHD","year":2015,"lang":"en","type":"article","venue":"Nuclear Fusion","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":40,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Canada Excellence Research Chairs, Government of Canada","keywords":"Plasma; Ion; Atomic physics; Electron temperature; Materials science; Large Helical Device; Electron; Electric field; Chemistry; Physics; Nuclear physics","authors":[{"name":"K. Nagaoka","is_ca":false},{"name":"H. Takahashi","is_ca":false},{"name":"S. Murakami","is_ca":false},{"name":"H. Nakano","is_ca":false},{"name":"Y. Takeiri","is_ca":false},{"name":"H. Tsuchiya","is_ca":false},{"name":"M. Osakabe","is_ca":false},{"name":"K. Ida","is_ca":false},{"name":"M. Yokoyama","is_ca":false},{"name":"M. Yoshinuma","is_ca":false},{"name":"S. Morita","is_ca":false},{"name":"M. Goto","is_ca":false},{"name":"T. Oishi","is_ca":false},{"name":"N. Pablant","is_ca":false},{"name":"Keisuke Fujii","is_ca":false},{"name":"K. Tanaka","is_ca":false},{"name":"N. Tamura","is_ca":false},{"name":"Yukio Nakamura","is_ca":false},{"name":"Xiaodi Du","is_ca":false},{"name":"T. Ido","is_ca":false},{"name":"A. Shimizu","is_ca":false},{"name":"S. Kubo","is_ca":false},{"name":"H. Igami","is_ca":false},{"name":"R. Seki","is_ca":false},{"name":"C. Suzuki","is_ca":false},{"name":"Y. Suzuki","is_ca":false},{"name":"K. Tsumori","is_ca":false},{"name":"K. Ikeda","is_ca":false},{"name":"M. Kisaki","is_ca":false},{"name":"Y. Yoshimura","is_ca":false},{"name":"Τ. Shimozuma","is_ca":false},{"name":"T. Seki","is_ca":false},{"name":"Kenji Saito","is_ca":false},{"name":"Hiroshi Kasahara","is_ca":false},{"name":"S. Kamio","is_ca":false},{"name":"T. Mutoh","is_ca":false},{"name":"O. Kaneko","is_ca":false},{"name":"H. Yamada","is_ca":false},{"name":"A. Komori","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01829859590524356,"gpt":0.2560819796216938,"spread":0.2377833837164503,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001823532,0.0002197276,0.0003394898,0.0002134723,0.0004621802,0.0007232474,0.0004820189,0.0005414072,0.002397023],"category_scores_gemma":[0.0002113271,0.0001769029,0.000248356,0.0002417082,0.0004241307,0.0004995091,0.0006408988,0.0004091217,0.0004328045],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006153944,"about_ca_system_score_gemma":0.000262807,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006498657,"about_ca_topic_score_gemma":0.0005187164,"domain_scores_codex":[0.9998735,0.00001392392,0.000004463152,0.00003263776,0.00003018802,0.0000453181],"domain_scores_gemma":[0.9999194,0.0000110205,0.00001134237,0.00001579843,0.00001733167,0.00002517159],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.002544671,0.0002102006,0.01231715,0.0003638271,0.00009616803,0.005158013,0.0006235627,0.03677073,0.9012992,0.01728775,0.00302339,0.02030531],"study_design_scores_gemma":[0.0006141629,0.001666304,0.02861386,0.0000772768,0.0001227422,0.005096105,0.0009246996,0.3866977,0.5411538,0.01482955,0.02004038,0.0001634722],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9345569,0.0005218826,0.0421396,0.000340991,0.00009050393,0.0001139328,0.0004512995,0.0008191924,0.02096571],"genre_scores_gemma":[0.9961784,0.00006492878,0.002705418,0.00002642539,0.00001055089,0.00001962583,0.0001196068,0.00001629504,0.0008587663],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002397023,"threshold_uncertainty_score":0.008018851,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2076729454","doi":"10.1088/0029-5515/50/5/054002","title":"Electromagnetic effects on geodesic acoustic and beta-induced Alfvén eigenmodes","year":2010,"lang":"en","type":"article","venue":"Nuclear Fusion","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":39,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Saskatchewan","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Physics; Dispersion relation; Geodesic; BETA (programming language); Toroid; Harmonic; Quantum electrodynamics; Electron; Dispersion (optics); Normal mode; Plasma; Atomic physics; Quantum mechanics; Geometry; Vibration","authors":[{"name":"A. I. Smolyakov","is_ca":true},{"name":"C. Nguyen","is_ca":false},{"name":"X. Garbet","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.00649458166452439,"gpt":0.2309714772565082,"spread":0.2244768955919838,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003930622,0.0005782507,0.0002614016,0.0005765964,0.0004967438,0.0005961416,0.00041252,0.0003648399,0.003851134],"category_scores_gemma":[0.0008102506,0.0001941298,0.0003332988,0.0002618853,0.001184808,0.0007389013,0.0007650061,0.0005214399,0.0006201805],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004308913,"about_ca_system_score_gemma":0.0002042238,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004235967,"about_ca_topic_score_gemma":0.00045109,"domain_scores_codex":[0.9998739,0.00003189571,0.000004952649,0.00002011399,0.00004240225,0.00002663126],"domain_scores_gemma":[0.9997548,0.00008436452,0.00004012812,0.00002779824,0.00005463032,0.00003828489],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001536565,0.00004190341,0.001544056,0.0001575447,0.00002233278,0.0006259028,0.0004842392,0.0599189,0.06991253,0.8511317,0.000968235,0.0150389],"study_design_scores_gemma":[0.00006404718,0.0002389402,0.004350882,0.00006439714,0.00002680022,0.001083922,0.0004349457,0.6533097,0.01948109,0.3161189,0.004728691,0.00009778759],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5881317,0.001929346,0.2971903,0.0005564149,0.0001799949,0.00005085706,0.00009966411,0.0002896191,0.1115721],"genre_scores_gemma":[0.9828335,0.0004842725,0.005301207,0.00005168229,0.00005928411,0.00002629943,0.00004377039,0.00007261321,0.01112731],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003851134,"threshold_uncertainty_score":0.01288337,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4395116465","doi":"10.1088/1741-4326/ad4270","title":"Overview of recent experimental results on the EAST Tokamak","year":2024,"lang":"en","type":"article","venue":"Nuclear Fusion","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":39,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Saskatchewan","funders":"Fusion Energy Sciences; Office of Science; National Natural Science Foundation of China; U.S. Department of Energy","keywords":"Tokamak; Nuclear engineering; Physics; Nuclear physics; Plasma; Engineering","authors":[{"name":"X.Z. Gong","is_ca":false},{"name":"Yuntao Song","is_ca":false},{"name":"Baonian Wan","is_ca":false},{"name":"Jiangang Li","is_ca":false},{"name":"Xinchao Wu","is_ca":false},{"name":"Fukun Liu","is_ca":false},{"name":"Junling Chen","is_ca":false},{"name":"Jiansheng Hu","is_ca":false},{"name":"Guosheng Xu","is_ca":false},{"name":"Kun Lü","is_ca":false},{"name":"Xianzu Gong","is_ca":false},{"name":"Bingjia Xiao","is_ca":false},{"name":"Yu Wu","is_ca":false},{"name":"Xiang Gao","is_ca":false},{"name":"Damao Yao","is_ca":false},{"name":"Nong Xiang","is_ca":false},{"name":"Liqun Hu","is_ca":false},{"name":"Chundong Hu","is_ca":false},{"name":"J. Wu","is_ca":false},{"name":"Biao Shen","is_ca":false},{"name":"Ge Gao","is_ca":false},{"name":"Yiyun Huang","is_ca":false},{"name":"Liuwei Xu","is_ca":false},{"name":"Qiyong Zhang","is_ca":false},{"name":"Cheonho Bae","is_ca":false},{"name":"Bin Cao","is_ca":false},{"name":"Lei Cao","is_ca":false},{"name":"Jiafeng Chang","is_ca":false},{"name":"Dalong Chen","is_ca":false},{"name":"Ran Chen","is_ca":false},{"name":"Xiaojiao Chen","is_ca":false},{"name":"Yebin Chen","is_ca":false},{"name":"Yue Chen","is_ca":false},{"name":"Yunxin Cheng","is_ca":false},{"name":"Yong Cheng","is_ca":false},{"name":"Rui Ding","is_ca":false},{"name":"Shijun Du","is_ca":false},{"name":"Yanmin Duan","is_ca":false},{"name":"Jia Fu","is_ca":false},{"name":"Daming Gao","is_ca":false},{"name":"Wei Gao","is_ca":false},{"name":"Yongqi Gu","is_ca":false},{"name":"Bin Guo","is_ca":false},{"name":"Fei Guo","is_ca":false},{"name":"Yong Guo","is_ca":false},{"name":"Xiaofeng Han","is_ca":false},{"name":"Shiying He","is_ca":false},{"name":"Ailan Hu","is_ca":false},{"name":"Chang Hu","is_ca":false},{"name":"Guanghai Hu","is_ca":false},{"name":"Huaichuan Hu","is_ca":false},{"name":"Qingsheng Hu","is_ca":false},{"name":"Yanlan Hu","is_ca":false},{"name":"Zhenhua Hu","is_ca":false},{"name":"J. Huang","is_ca":false},{"name":"Liansheng Huang","is_ca":false},{"name":"Ming Huang","is_ca":false},{"name":"Ronglin Huang","is_ca":false},{"name":"Xiang Ji","is_ca":false},{"name":"Hua Jia","is_ca":false},{"name":"Caichao Jiang","is_ca":false},{"name":"Yinxian Jie","is_ca":false},{"name":"Songqing Ju","is_ca":false},{"name":"Defeng Kong","is_ca":false},{"name":"Erzhong Li","is_ca":false},{"name":"Guoqiang Li","is_ca":false},{"name":"Jiahong Li","is_ca":false},{"name":"Junjun Li","is_ca":false},{"name":"Miaohui Li","is_ca":false},{"name":"Pan Li","is_ca":false},{"name":"Kedong Li","is_ca":false},{"name":"Li Shi","is_ca":false},{"name":"Yadong Li","is_ca":false},{"name":"Lizhen Liang","is_ca":false},{"name":"Shiyao Lin","is_ca":false},{"name":"Xin Lin","is_ca":false},{"name":"Bili Ling","is_ca":false},{"name":"Haiqing Liu","is_ca":false},{"name":"Huajun Liu","is_ca":false},{"name":"Jianwen Liu","is_ca":false},{"name":"L. Liu","is_ca":false},{"name":"Sheng Liu","is_ca":false},{"name":"Wenbin Liu","is_ca":false},{"name":"Xiaoju Liu","is_ca":false},{"name":"Xiaoyan Liu","is_ca":false},{"name":"Zhihong Liu","is_ca":false},{"name":"Zhimin Liu","is_ca":false},{"name":"Jianhua Lu","is_ca":false},{"name":"Zhengping Luo","is_ca":false},{"name":"Dengkui Ma","is_ca":false},{"name":"Huafeng Mao","is_ca":false},{"name":"Wendong Ma","is_ca":false},{"name":"Songtao Mao","is_ca":false},{"name":"Yuzhou Mao","is_ca":false},{"name":"Tingfeng Ming","is_ca":false},{"name":"Chao Pan","is_ca":false},{"name":"Chengkang Pan","is_ca":false},{"name":"Shengmin Pan","is_ca":false},{"name":"Jing Qian","is_ca":false},{"name":"J.P. Qian","is_ca":false},{"name":"Chengming Qin","is_ca":false},{"name":"Zhiyong Qiu","is_ca":false},{"name":"Qilong Ren","is_ca":false},{"name":"Shihua Song","is_ca":false},{"name":"P. J. Sun","is_ca":false},{"name":"Xiaoyang Sun","is_ca":false},{"name":"Youwen Sun","is_ca":false},{"name":"Tian Tang","is_ca":false},{"name":"Ling Tao","is_ca":false},{"name":"Ang Ti","is_ca":false},{"name":"Baoguo Wang","is_ca":false},{"name":"Feng Wang","is_ca":false},{"name":"Fudi Wang","is_ca":false},{"name":"Huihui Wang","is_ca":false},{"name":"Jian Wang","is_ca":false},{"name":"Liang Wang","is_ca":false},{"name":"Linsen Wang","is_ca":false},{"name":"Mao Wang","is_ca":false},{"name":"Ping Wang","is_ca":false},{"name":"Xiaojie Wang","is_ca":false},{"name":"Shouxin Wang","is_ca":false},{"name":"Yating Wang","is_ca":false},{"name":"Yuehang Wang","is_ca":false},{"name":"Y. Wang","is_ca":false},{"name":"Zhengchu Wang","is_ca":false},{"name":"Jianglong Wei","is_ca":false},{"name":"Jing Wei","is_ca":false},{"name":"Xuechao Wei","is_ca":false},{"name":"Bin Wu","is_ca":false},{"name":"Dajun Wu","is_ca":false},{"name":"Hao Wu","is_ca":false},{"name":"Jinhua Wu","is_ca":false},{"name":"Xiangming Wu","is_ca":false},{"name":"Yibin Wu","is_ca":false},{"name":"Zege Wu","is_ca":false},{"name":"Weibin Xi","is_ca":false},{"name":"Tianyang Xia","is_ca":false},{"name":"Yezheng Xiao","is_ca":false},{"name":"Yahong Xie","is_ca":false},{"name":"Yuanlai Xie","is_ca":false},{"name":"Handong Xu","is_ca":false},{"name":"Liqing Xu","is_ca":false},{"name":"Weiye Xu","is_ca":false},{"name":"Ning Yan","is_ca":false},{"name":"Rong Yan","is_ca":false},{"name":"Jianhua Yang","is_ca":false},{"name":"Lei Yang","is_ca":false},{"name":"Qingxi Yang","is_ca":false},{"name":"Yao Yang","is_ca":false},{"name":"Zhongshi Yang","is_ca":false},{"name":"Min Yu","is_ca":false},{"name":"Yaowei Yu","is_ca":false},{"name":"Qiping Yuan","is_ca":false},{"name":"Shuai Yuan","is_ca":false},{"name":"Qing Zang","is_ca":false},{"name":"Bin Zhang","is_ca":false},{"name":"Jian Zhang","is_ca":false},{"name":"Liyuan Zhang","is_ca":false},{"name":"L. Zhang","is_ca":false},{"name":"Ruirui Zhang","is_ca":false},{"name":"Shoubiao Zhang","is_ca":false},{"name":"Tao Zhang","is_ca":false},{"name":"Wei Zhang","is_ca":false},{"name":"Xinjun Zhang","is_ca":false},{"name":"Xiuqing Zhang","is_ca":false},{"name":"Y. Zhang","is_ca":false},{"name":"Z. Zhang","is_ca":false},{"name":"Hailin Zhao","is_ca":false},{"name":"L.M. Zhao","is_ca":false},{"name":"Guoqiang Zhong","is_ca":false},{"name":"Ruijie Zhou","is_ca":false},{"name":"Haishan Zhou","is_ca":false},{"name":"Yue Zhou","is_ca":false},{"name":"Dahuan Zhu","is_ca":false},{"name":"Haisheng Zhu","is_ca":false},{"name":"Ping Zhu","is_ca":false},{"name":"Zeying Zhu","is_ca":false},{"name":"Zibo Zhou","is_ca":false},{"name":"Zhiwei Zhou","is_ca":false},{"name":"Guizhong Zuo","is_ca":false},{"name":"Huishan Cai","is_ca":false},{"name":"Weixing Ding","is_ca":false},{"name":"Tao Lan","is_ca":false},{"name":"A. D. Liu","is_ca":false},{"name":"Wandong Liu","is_ca":false},{"name":"Shaojie Wang","is_ca":false},{"name":"Minyou Ye","is_ca":false},{"name":"Yi Yu","is_ca":false},{"name":"G. Zhuang","is_ca":false},{"name":"Wei Chen","is_ca":false},{"name":"Guangjiu Lei","is_ca":false},{"name":"Lin Nie","is_ca":false},{"name":"Min Xu","is_ca":false},{"name":"Yuan Huang","is_ca":false},{"name":"Nanhua Yao","is_ca":false},{"name":"Zhe Gao","is_ca":false},{"name":"Long Zeng","is_ca":false},{"name":"Tieshuan Fan","is_ca":false},{"name":"Liu Chen","is_ca":false},{"name":"Guoyong Fu","is_ca":false},{"name":"Zhiwei Ma","is_ca":false},{"name":"Zhicai Sheng","is_ca":false},{"name":"Yong Xiao","is_ca":false},{"name":"Xiaogang Wang","is_ca":false},{"name":"Zhongyong Chen","is_ca":false},{"name":"Yonghua Ding","is_ca":false},{"name":"Xiwei Hu","is_ca":false},{"name":"Zijiang Wang","is_ca":false},{"name":"Fangchuan Zhong","is_ca":false},{"name":"Hongbin Ding","is_ca":false},{"name":"Zheng‐Xiong Wang","is_ca":false},{"name":"Chenggang Jin","is_ca":false},{"name":"Xuemei Wu","is_ca":false},{"name":"Xiaofei Yang","is_ca":false},{"name":"Jianhua Zhang","is_ca":false},{"name":"Qingyuan Hu","is_ca":false},{"name":"X. Q. Yuan","is_ca":false},{"name":"Changqi Chen","is_ca":false},{"name":"Shuyi Gan","is_ca":false},{"name":"Xudi Wang","is_ca":false},{"name":"Cong-Feng Wu","is_ca":false},{"name":"Chongwei Zhang","is_ca":false},{"name":"Ting Zhang","is_ca":false},{"name":"Wu Zhu","is_ca":false},{"name":"E H Kong","is_ca":false},{"name":"Kaisong Wang","is_ca":false},{"name":"Chuanli Wang","is_ca":false},{"name":"Hongtao Yang","is_ca":false},{"name":"L. Zhang","is_ca":false},{"name":"Yuhong Xu","is_ca":false},{"name":"Paul Anderson","is_ca":false},{"name":"G. Abla","is_ca":false},{"name":"V. S. Chan","is_ca":false},{"name":"J.L. Doane","is_ca":false},{"name":"A. M. Garofalo","is_ca":false},{"name":"D.A. Humphreys","is_ca":false},{"name":"A.W. Hyatt","is_ca":false},{"name":"Gary Jackson","is_ca":false},{"name":"L. L. Lao","is_ca":false},{"name":"Yueqiang Liu","is_ca":false},{"name":"J.A. Leuer","is_ca":false},{"name":"J. Lohr","is_ca":false},{"name":"M. A. Mahdavi","is_ca":false},{"name":"R.A. Olstad","is_ca":false},{"name":"B.G. Penaflor","is_ca":false},{"name":"Ron Prater","is_ca":false},{"name":"D.A. Piglowski","is_ca":false},{"name":"Michael Schaffe","is_ca":false},{"name":"W.M. Solomon","is_ca":false},{"name":"Mike Walker","is_ca":false},{"name":"A.S. Welander","is_ca":false},{"name":"M. Bitter","is_ca":false},{"name":"R. Budny","is_ca":false},{"name":"Robert A. Ellis","is_ca":false},{"name":"Nat Fisch","is_ca":false},{"name":"Rich Hawryluk","is_ca":false},{"name":"K. W. Hill","is_ca":false},{"name":"J. Hosea","is_ca":false},{"name":"Michael Jaworski","is_ca":false},{"name":"Egemen Kolemen","is_ca":false},{"name":"R. Maingi","is_ca":false},{"name":"Dennis Mansfield","is_ca":false},{"name":"D. Mastrovito","is_ca":false},{"name":"J. Ménard","is_ca":false},{"name":"D. Mueller","is_ca":false},{"name":"L. Roquemore","is_ca":false},{"name":"F. Scotti","is_ca":false},{"name":"G. Taylor","is_ca":false},{"name":"K. Tritz","is_ca":false},{"name":"R. J. Wilson","is_ca":false},{"name":"M. C. Zarnstorff","is_ca":false},{"name":"Beck Bill","is_ca":false},{"name":"P. T. Bonoli","is_ca":false},{"name":"R. Granetz","is_ca":false},{"name":"R.R. Parker","is_ca":false},{"name":"J. Stillerman","is_ca":false},{"name":"G. M. Wallace","is_ca":false},{"name":"S.J. Wukitch","is_ca":false},{"name":"Lihua Zhou","is_ca":false},{"name":"H. Huang","is_ca":false},{"name":"Kenneth Gentle","is_ca":false},{"name":"Ken Liao","is_ca":false},{"name":"Perry Philippe","is_ca":false},{"name":"W. L. Rowan","is_ca":false},{"name":"Linjin Zheng","is_ca":false},{"name":"P. H. Diamond","is_ca":false},{"name":"George Tynan","is_ca":false},{"name":"N. Fedorczak","is_ca":false},{"name":"P. Mänz","is_ca":false},{"name":"Lei Zhao","is_ca":false},{"name":"D. L. Brower","is_ca":false},{"name":"W. W. Heidbrink","is_ca":false},{"name":"Yubao Zhu","is_ca":false},{"name":"C. W. Domier","is_ca":false},{"name":"Neville C. Luhmann","is_ca":false},{"name":"C. T. Holcomb","is_ca":false},{"name":"X. Q. Xu","is_ca":false},{"name":"Eric W. Wang","is_ca":false},{"name":"Max E. Fenstermarcher","is_ca":false},{"name":"M. R. Wade","is_ca":false},{"name":"D. L. Hillis","is_ca":false},{"name":"S. J. Meitner","is_ca":false},{"name":"I. V. Vinyar","is_ca":false},{"name":"V. I. Davydenko","is_ca":false},{"name":"I. V. Shikhovtsev","is_ca":false},{"name":"N. Ashikawa","is_ca":false},{"name":"K. Ida","is_ca":false},{"name":"S. Kado","is_ca":false},{"name":"Saito Kenji","is_ca":false},{"name":"Ryuhei Kumazawa","is_ca":false},{"name":"Ogawa Kunihiro","is_ca":false},{"name":"M. Isobe","is_ca":false},{"name":"S. Morita","is_ca":false},{"name":"H. Nakano","is_ca":false},{"name":"M. Osakabe","is_ca":false},{"name":"Sakamoto Mizuki","is_ca":false},{"name":"Y. Takeiri","is_ca":false},{"name":"Kazuo Toi","is_ca":false},{"name":"Katsuyoshi Tsumori","is_ca":false},{"name":"Y. Nobuta","is_ca":false},{"name":"Masaya Hanada","is_ca":false},{"name":"Mitsuru Kikuchi","is_ca":false},{"name":"A. Kojima","is_ca":false},{"name":"Kazuhiro Watanabe","is_ca":false},{"name":"J.F. Artaud","is_ca":false},{"name":"Vincent Basiuk","is_ca":false},{"name":"F. Bouquey","is_ca":false},{"name":"B. Brémond","is_ca":false},{"name":"L. Colas","is_ca":false},{"name":"J. Decker","is_ca":false},{"name":"D. Douai","is_ca":false},{"name":"A. Ekedahl","is_ca":false},{"name":"C. Fenzi","is_ca":false},{"name":"E. Gauthier","is_ca":false},{"name":"G. Giruzzi","is_ca":false},{"name":"M. Goniche","is_ca":false},{"name":"D. Guilhem","is_ca":false},{"name":"W. Helou","is_ca":false},{"name":"J. Hillairet","is_ca":false},{"name":"Philippe Huynh","is_ca":false},{"name":"F. Imbeaux","is_ca":false},{"name":"Xavier Litaudon","is_ca":false},{"name":"R. Magne","is_ca":false},{"name":"Y. Peysson","is_ca":false},{"name":"K. Vueillie","is_ca":false},{"name":"A. Loarte","is_ca":false},{"name":"R.A. Pitts","is_ca":false},{"name":"T. Wauters","is_ca":false},{"name":"F. Braun","is_ca":false},{"name":"R. Bilato","is_ca":false},{"name":"V. Bobkov","is_ca":false},{"name":"J.-M. Noterdaeme","is_ca":false},{"name":"Q. Yu","is_ca":false},{"name":"M. Rack","is_ca":false},{"name":"J. Banks","is_ca":false},{"name":"J. Fessey","is_ca":false},{"name":"Charles Monroe","is_ca":false},{"name":"D. King","is_ca":false},{"name":"S. Schmuck","is_ca":false},{"name":"Sun Hongjuan","is_ca":false},{"name":"Paul Trimble","is_ca":false},{"name":"Tom Todd","is_ca":false},{"name":"J.G. Bak","is_ca":false},{"name":"Suk‐Ho Hong","is_ca":false},{"name":"S.G. Lee","is_ca":false},{"name":"Bae Young Soon","is_ca":false},{"name":"Oh Byung Hoon","is_ca":false},{"name":"C. Hee","is_ca":false},{"name":"Lee Kwang Won","is_ca":false},{"name":"L. Amicucci","is_ca":false},{"name":"G. Calabrò","is_ca":false},{"name":"S. Ceccuzzi","is_ca":false},{"name":"R. Cesario","is_ca":false},{"name":"F. Crisanti","is_ca":false},{"name":"E. Giovannozzi","is_ca":false},{"name":"G. Ramogida","is_ca":false},{"name":"G. De Tommasi","is_ca":false},{"name":"A.A. Tuccillo","is_ca":false},{"name":"B. Viola","is_ca":false},{"name":"R. Albanese","is_ca":false},{"name":"R. Ambrosino","is_ca":false},{"name":"Lucio Barbato","is_ca":false},{"name":"S. Mastrostefano","is_ca":false},{"name":"A. Pironti","is_ca":false},{"name":"V. Pericoli Ridolfini","is_ca":false},{"name":"R. Scannell","is_ca":false},{"name":"Fabio Villone","is_ca":false},{"name":"V. Naulin","is_ca":true},{"name":"A. H. Nielsen","is_ca":false},{"name":"Roman Zagorsky","is_ca":false},{"name":"S. Zoletnik","is_ca":false},{"name":"B. Madsen","is_ca":false},{"name":"M. Salewski","is_ca":false},{"name":"Eugenio Schuster","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06136433344389505,"gpt":0.3193798761155049,"spread":0.2580155426716099,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005920482,0.001303463,0.001005769,0.00321611,0.001263001,0.003150606,0.001332561,0.0007033247,0.007575728],"category_scores_gemma":[0.002447641,0.0006613028,0.001042175,0.003931663,0.001539647,0.003670245,0.002257019,0.001452493,0.002464883],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002109068,"about_ca_system_score_gemma":0.001110261,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001884326,"about_ca_topic_score_gemma":0.001679651,"domain_scores_codex":[0.9981687,0.0003559234,0.0001481522,0.0004706139,0.0005690228,0.0002875651],"domain_scores_gemma":[0.9970553,0.0004938603,0.0004073538,0.0004895336,0.001349938,0.0002039878],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.007758463,0.002246188,0.03801144,0.01587047,0.001370069,0.00115366,0.002702164,0.01617176,0.4185987,0.03095697,0.02983811,0.435322],"study_design_scores_gemma":[0.00028935,0.004292689,0.06565411,0.001561292,0.00121113,0.001127044,0.00175514,0.00838933,0.4255954,0.008171735,0.4814974,0.0004552979],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4601755,0.1906045,0.06611549,0.003119848,0.001439312,0.0008986868,0.01732131,0.00242984,0.2578954],"genre_scores_gemma":[0.8286237,0.08362393,0.04227636,0.0008379722,0.0009365817,0.0006588234,0.02538194,0.0007595148,0.0169011],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007575728,"threshold_uncertainty_score":0.03131092,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2069366505","doi":"10.1088/0029-5515/53/11/113024","title":"Effect of changes in separatrix magnetic geometry on divertor behaviour in DIII-D","year":2013,"lang":"en","type":"article","venue":"Nuclear Fusion","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":38,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"","keywords":"Divertor; Plasma; RADIUS; Scaling; DIII-D; Separatrix; Heat flux; Physics; Radiative cooling; Mechanics; Flux (metallurgy); Tokamak; Atomic physics; Materials science; Nuclear physics; Thermodynamics; Geometry; Heat transfer; Mathematics","authors":[{"name":"T.W. Petrie","is_ca":false},{"name":"J.M. Canik","is_ca":false},{"name":"C.J. Lasnier","is_ca":false},{"name":"A.W. Leonard","is_ca":false},{"name":"M. A. Mahdavi","is_ca":false},{"name":"J.G. Watkins","is_ca":false},{"name":"M.E. Fenstermacher","is_ca":false},{"name":"J.R. Ferron","is_ca":false},{"name":"R. J. Groebner","is_ca":false},{"name":"D. N. Hill","is_ca":false},{"name":"A.W. Hyatt","is_ca":false},{"name":"C. T. Holcomb","is_ca":false},{"name":"T. C. Luce","is_ca":false},{"name":"M. Makowski","is_ca":false},{"name":"R. A. Moyer","is_ca":false},{"name":"Tom Osborne","is_ca":false},{"name":"P.C. Stangeby","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.005043746743715047,"gpt":0.2497948919237603,"spread":0.2447511451800452,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003462515,0.0002895581,0.0003083869,0.0002345812,0.0004016673,0.0008001797,0.0005484102,0.0004285811,0.003076627],"category_scores_gemma":[0.001670679,0.0002222571,0.0001454742,0.0002387444,0.0004296694,0.0005108758,0.000505452,0.0004974768,0.000735982],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004598169,"about_ca_system_score_gemma":0.000214315,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000678634,"about_ca_topic_score_gemma":0.0007369838,"domain_scores_codex":[0.9998038,0.00002596326,0.0000199821,0.0000398754,0.00005139838,0.00005900344],"domain_scores_gemma":[0.9993505,0.000198268,0.00009077865,0.00007758721,0.0001437576,0.0001390437],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.002841983,0.0001571758,0.003604775,0.0002216534,0.00004161791,0.0005532977,0.0003300893,0.005590089,0.9749113,0.0007090655,0.001644009,0.00939498],"study_design_scores_gemma":[0.00008512617,0.001265627,0.01499323,0.00002953661,0.00003379021,0.0002337852,0.0003978072,0.01122504,0.9656776,0.0002133384,0.005804661,0.00004051895],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995147,0.000505186,0.000743449,0.000154598,0.00006307034,0.00001634845,0.0002310112,0.00009465776,0.003044648],"genre_scores_gemma":[0.9980571,0.0001717322,0.0004229039,0.00004879501,0.000005668939,0.00001289823,0.0001784141,0.00004713327,0.001055376],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003076627,"threshold_uncertainty_score":0.01029229,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2980020106","doi":"10.1088/1741-4326/ab4c65","title":"Integrated plasma scenario analysis for the HL-2M tokamak","year":2019,"lang":"en","type":"article","venue":"Nuclear Fusion","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":37,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"National Natural Science Foundation of China","keywords":"Tokamak; Plasma; Bootstrap current; Nuclear engineering; Physics; Steady state (chemistry); Atomic physics; Electron temperature; Materials science; Computational physics; Nuclear physics; Chemistry; Engineering","authors":[{"name":"J. García","is_ca":false},{"name":"G. T. Hoang","is_ca":false},{"name":"J.F. Artaud","is_ca":false},{"name":"X.R. Duan","is_ca":false},{"name":"J.X. Li","is_ca":false},{"name":"G. Giruzzi","is_ca":false},{"name":"X.L. Zou","is_ca":false},{"name":"Wei Pan","is_ca":false},{"name":"J.H. Zhang","is_ca":false},{"name":"M. Huang","is_ca":false},{"name":"Hui-Ling Wei","is_ca":false},{"name":"Xinyi Bai","is_ca":false},{"name":"Xiao Ji","is_ca":false},{"name":"X. M. Song","is_ca":false},{"name":"Shuo Wang","is_ca":false},{"name":"Miao Xue","is_ca":false},{"name":"W.Y. Huang","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01230471766356978,"gpt":0.242346627824583,"spread":0.2300419101610132,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002565166,0.0003893054,0.0002843328,0.0003755754,0.000250784,0.000558374,0.0004691616,0.0003945564,0.001969215],"category_scores_gemma":[0.0004163359,0.0001310565,0.0004339313,0.0003259671,0.0002254026,0.0005210271,0.0004210843,0.0003230011,0.0001267193],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009262533,"about_ca_system_score_gemma":0.0003817129,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003505708,"about_ca_topic_score_gemma":0.001712145,"domain_scores_codex":[0.9999141,0.00002031653,0.000002711976,0.00001654781,0.00002216201,0.00002420304],"domain_scores_gemma":[0.9998645,0.000058685,0.00001995488,0.00001182682,0.00002857919,0.00001647965],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001413185,0.00004882536,0.007364585,0.0000616194,0.00004414808,0.0002462864,0.00005164599,0.9772364,0.005781207,0.00422245,0.0006625734,0.004138871],"study_design_scores_gemma":[0.000012494,0.00006072796,0.002066861,0.000002809733,0.000008802907,0.00003503872,0.00003522624,0.9950268,0.00124358,0.001027037,0.000474337,0.000006320821],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9649218,0.0001441455,0.02261347,0.0001258852,0.00001471124,0.0000620398,0.0007515932,0.0002595577,0.01110669],"genre_scores_gemma":[0.9972216,0.00002597976,0.002014207,0.000006739444,0.000002211898,0.00002215159,0.0002594905,0.00001255904,0.0004350536],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003505708,"threshold_uncertainty_score":0.006970584,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2043815736","doi":"10.1088/0029-5515/52/10/103011","title":"Ignition conditions for inertial confinement fusion targets with a nuclear spin-polarized DT fuel","year":2012,"lang":"en","type":"article","venue":"Nuclear Fusion","topic":"Laser-Plasma Interactions and Diagnostics","field":"Physics and Astronomy","cited_by":37,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"","keywords":"Inertial confinement fusion; Nuclear fusion; Deuterium; Physics; Ignition system; Nuclear physics; Atomic physics; Spins; National Ignition Facility; Fusion; Spin (aerodynamics); Fusion power; Cross section (physics); Computational physics; Materials science; Plasma; Condensed matter physics; Thermodynamics; Quantum mechanics","authors":[{"name":"M. Temporal","is_ca":false},{"name":"V. Brandon","is_ca":false},{"name":"B. Canaud","is_ca":false},{"name":"J. P. Didelez","is_ca":false},{"name":"R. Fedosejevs","is_ca":true},{"name":"R. Ramis","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01129820230928514,"gpt":0.2521456249815505,"spread":0.2408474226722654,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003356271,0.000206642,0.0003954106,0.000335143,0.0007302149,0.0007411417,0.0003152595,0.0004545219,0.002079862],"category_scores_gemma":[0.0009259016,0.0001575729,0.0001880334,0.0001837352,0.0006923186,0.0004097795,0.0005929086,0.000344738,0.000325273],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009812897,"about_ca_system_score_gemma":0.0005950406,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003907415,"about_ca_topic_score_gemma":0.002260847,"domain_scores_codex":[0.9998636,0.00001119445,0.000005441508,0.00001636865,0.00004991344,0.00005338054],"domain_scores_gemma":[0.9996701,0.0001515351,0.00006247988,0.00001729375,0.00005521075,0.0000433831],"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":[0.00236525,0.0002063152,0.009321079,0.0002569383,0.00005307155,0.001601459,0.0006043433,0.2339086,0.7320223,0.01216905,0.0006292245,0.006862257],"study_design_scores_gemma":[0.0001370536,0.0009367202,0.01056262,0.00003978415,0.00003332181,0.0003099875,0.0006135313,0.3853641,0.5976897,0.002564695,0.001662972,0.00008555346],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.991791,0.0001235606,0.004161727,0.00007966786,0.00001018734,0.0000175922,0.00008961176,0.00005238756,0.00367425],"genre_scores_gemma":[0.9993831,0.00002840342,0.0002519491,0.000003568587,9.734719e-7,0.000006662161,0.00004121008,0.000006360517,0.0002776924],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003907415,"threshold_uncertainty_score":0.007769346,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2031265611","doi":"10.1088/0029-5515/52/6/063015","title":"Scaling radiative divertor solutions to high power in DIII-D","year":2012,"lang":"en","type":"article","venue":"Nuclear Fusion","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":36,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"Fondazione Cariplo; Russian Foundation for Basic Research","keywords":"Divertor; DIII-D; Plasma; Pedestal; Scaling; Atomic physics; Radiative transfer; Electron temperature; Physics; Radiative cooling; Mach number; Mechanics; Materials science; Tokamak; Nuclear physics; Thermodynamics; Optics","authors":[{"name":"A.W. Leonard","is_ca":false},{"name":"M. A. Mahdavi","is_ca":false},{"name":"C.J. Lasnier","is_ca":false},{"name":"T.W. Petrie","is_ca":false},{"name":"P.C. Stangeby","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01400886352170264,"gpt":0.2516551206353694,"spread":0.2376462571136668,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000239308,0.0003366534,0.0003689646,0.0002659535,0.0003479366,0.0008814759,0.0004976948,0.0003408796,0.003108958],"category_scores_gemma":[0.001512505,0.0002135894,0.0001868939,0.0002109897,0.0005812988,0.0005825121,0.0007565175,0.0006120014,0.0007182296],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004716253,"about_ca_system_score_gemma":0.0002100432,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003727311,"about_ca_topic_score_gemma":0.0002313714,"domain_scores_codex":[0.9999057,0.00001230317,0.000004573038,0.00002127988,0.00002700511,0.00002915627],"domain_scores_gemma":[0.9995474,0.0001425364,0.00006306272,0.00007348849,0.0001161427,0.00005727548],"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":[0.001073894,0.0002304428,0.01273621,0.0002872571,0.00007590057,0.0008297116,0.0008762474,0.07960727,0.8364446,0.01584544,0.001660931,0.05033202],"study_design_scores_gemma":[0.0001439327,0.0008561995,0.01756897,0.00003655193,0.00004175762,0.0005651459,0.0004639862,0.5043027,0.4587531,0.009648765,0.007569865,0.00004893176],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9588596,0.0002586586,0.02632214,0.000224759,0.00003148373,0.00002783256,0.00009534002,0.0002256564,0.01395455],"genre_scores_gemma":[0.9952311,0.00008743144,0.00277357,0.00003286653,0.000007350346,0.00002101799,0.0001203346,0.00005295379,0.001673447],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003108958,"threshold_uncertainty_score":0.01040047,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}