{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":2,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":2,"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":"e1a0b9619e31","filters":{"venue":"2022 IEEE International Conference on Plasma Science (ICOPS)"}},"results":[{"id":"W4286648399","doi":"10.1109/icops45751.2022.9813025","title":"Imaging of Defects in Additively Manufactured Alloys Using Betatron X-Rays","year":2022,"lang":"en","type":"article","venue":"2022 IEEE International Conference on Plasma Science (ICOPS)","topic":"Laser-Plasma Interactions and Diagnostics","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"Institut National de la Recherche Scientifique; University of Alberta","funders":"Fusion Energy Sciences; Natural Sciences and Engineering Research Council of Canada","keywords":"Betatron; Optics; Physics; Femtosecond; Laser; Synchrotron; Image resolution; Micrometer; Resolution (logic); Beam (structure)","authors":[{"name":"V. Senthilkumaran","is_ca":true},{"name":"N. F. Beier","is_ca":true},{"name":"P. Shabaninezhad","is_ca":false},{"name":"Jillian Stinehart","is_ca":false},{"name":"S. Fourmaux","is_ca":true},{"name":"Taylor Richards","is_ca":true},{"name":"A. Arce-Borkent","is_ca":true},{"name":"Shayan Meschian","is_ca":true},{"name":"Sverre Knudsen","is_ca":true},{"name":"Michael Lipsett","is_ca":true},{"name":"Lei Zhou","is_ca":false},{"name":"Jim Moore","is_ca":false},{"name":"A. Hussein","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03462670518948134,"gpt":0.3010934535711645,"spread":0.2664667483816832,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001783703,0.000222265,0.0001072551,0.0007430115,0.0001356789,0.0003938293,0.0002845673,0.0003178926,0.0008884816],"category_scores_gemma":[0.0001946241,0.0002264104,0.0001173891,0.000302026,0.0002319503,0.0002507542,0.0002481414,0.0002408832,0.0001642071],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002044003,"about_ca_system_score_gemma":0.0001530983,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00111573,"about_ca_topic_score_gemma":0.002095849,"domain_scores_codex":[0.999894,0.00001099652,0.000006746918,0.00002260186,0.0000478001,0.00001781513],"domain_scores_gemma":[0.999808,0.00005374627,0.00004153685,0.00002481102,0.00005611699,0.00001576552],"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":[0.0000689166,0.000008577445,0.001242659,0.00003411242,0.000004047546,0.00008734836,0.00004716137,0.0002002515,0.9956148,0.00007617381,0.00002117575,0.002594817],"study_design_scores_gemma":[0.00001070489,0.0001612742,0.02337013,0.00001750878,0.0000163083,0.0008091626,0.0001891381,0.006047277,0.9680675,0.00006540683,0.001235417,0.00001012537],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9882669,0.000601341,0.009330266,0.00002891476,0.000005521521,0.00001709675,0.0001407754,0.0001300421,0.001479086],"genre_scores_gemma":[0.9796938,0.0003588191,0.01818916,0.0000194755,0.00000397704,0.00001685882,0.0001500857,0.00004234468,0.001525435],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00111573,"threshold_uncertainty_score":0.002972245,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4284881974","doi":"10.1109/icops45751.2022.9813174","title":"Effect of Secondary Electron Emission From Various Targets During Variable Pulse Length PIII","year":2022,"lang":"en","type":"article","venue":"2022 IEEE International Conference on Plasma Science (ICOPS)","topic":"Plasma Diagnostics and Applications","field":"Engineering","cited_by":0,"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":"Plasma-immersion ion implantation; Electron; Plasma; Atomic physics; Ion; Secondary electrons; Tungsten; Materials science; Pulse (music); Debye sheath; Ion implantation; Pulse duration; Optoelectronics; Voltage; Chemistry; Physics; Optics; Laser","authors":[{"name":"Tahreem Yousaf","is_ca":true},{"name":"Michael P. Bradley","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009173851276920157,"gpt":0.2455640612011324,"spread":0.2363902099242123,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003069938,0.0003826463,0.0003635977,0.0001781177,0.0003369403,0.00040599,0.0004634256,0.000507025,0.00146826],"category_scores_gemma":[0.0008158494,0.0001806262,0.0002171186,0.0003600097,0.0004498267,0.0004215663,0.0003780581,0.0005037654,0.0002210407],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003422507,"about_ca_system_score_gemma":0.0001369441,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006749594,"about_ca_topic_score_gemma":0.0006997595,"domain_scores_codex":[0.9997857,0.00002651744,0.00000997956,0.00004371173,0.00008212991,0.0000519048],"domain_scores_gemma":[0.9992836,0.0004085542,0.00008907769,0.00005208586,0.0001239506,0.00004269553],"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":[0.0006436855,0.00003934069,0.0009009014,0.0001361313,0.00001789601,0.0002106956,0.0002319069,0.000557129,0.9928089,0.0001030929,0.0001291745,0.004221112],"study_design_scores_gemma":[0.00001272509,0.0005772286,0.005365003,0.000006922687,0.00001897317,0.0001778275,0.0001162184,0.001536336,0.9912905,0.00003548002,0.0008532976,0.000009383329],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9940627,0.001047154,0.002920825,0.0000488636,0.00002861093,0.00002237484,0.00007633716,0.0000790417,0.001714128],"genre_scores_gemma":[0.9965598,0.0004656356,0.001705321,0.00005772707,0.00001340675,0.00001759925,0.0000986747,0.00004697915,0.001034811],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00146826,"threshold_uncertainty_score":0.00491184,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}