{"meta":{"query_hash":"4b05b6965a2f","filters":{"venue":"Energy Technologies & Resource Saving"},"cohort_total":3,"direct_labels_cover":0,"predictions_cover":3,"exported":3,"export_cap":100000,"truncated":false,"label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"permalink":"https://metacan.xera.ac/q/4b05b6965a2f","api":"https://metacan.xera.ac/api/v1/cohort?venue=Energy+Technologies+%26+Resource+Saving"},"results":[{"id":"W4400283067","doi":"10.33070/etars.2.2024.08","title":"HYDROGEN POWER AND NOT ONLY: \"PRO\" AND \"CONTRA\"","year":2024,"lang":"en","type":"article","venue":"Energy Technologies & Resource Saving","topic":"Global Energy and Sustainability Research","field":"Energy","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Power (physics); Hydrogen; Psychology; Chemistry; Physics; Thermodynamics","score_opus":0.008537217326109318,"score_gpt":0.24249759314731287,"score_spread":0.23396037582120355,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400283067","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91516244,0.022310989,0.00022142545,0.006394747,0.000088430825,0.00012231729,0.000008630093,0.0035917747,0.052099224],"genre_scores_gemma":[0.9942713,0.00054358476,0.00026490077,0.00017550035,0.000040186744,0.000042508666,0.000006687016,0.000047347865,0.004607993],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.997801,0.000089108886,0.00028385874,0.0007618865,0.00031724392,0.00074692577],"domain_scores_gemma":[0.9989386,0.00028999074,0.000033384676,0.000582398,0.000051195755,0.00010441198],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00038667204,0.00030787088,0.0003128781,0.00034653707,0.0002920732,0.00025319587,0.00040237352,0.00045552445,0.000056536068],"category_scores_gemma":[0.0005932965,0.00026621993,0.00008791585,0.00055910245,0.00063821557,0.00017702558,0.00084024493,0.00048912095,0.000009234125],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000034720386,0.000015314201,0.00036988032,0.000057323658,0.00007226566,0.0001979883,0.0001984734,0.00026818545,0.0017077802,0.48214126,0.00022126226,0.51471555],"study_design_scores_gemma":[0.0002791788,0.00016804085,0.00041218314,0.00013104305,0.0000266094,0.00018938805,0.0048209666,0.0023563006,0.009967983,0.06541733,0.91576225,0.00046871186],"about_ca_topic_score_codex":0.0013271081,"about_ca_topic_score_gemma":0.00045233438,"teacher_disagreement_score":0.915541,"about_ca_system_score_codex":0.00013686223,"about_ca_system_score_gemma":0.00007620396,"threshold_uncertainty_score":0.999979},"labels":[],"label_agreement":null},{"id":"W4400283277","doi":"10.33070/etars.2.2024.04","title":"IMPROVING THE TEMPERATURE IN THE METAL CONVERTER AGGREGATE, WITH USING OF THE MULTI-TIERED TUYERE","year":2024,"lang":"en","type":"article","venue":"Energy Technologies & Resource Saving","topic":"Electric Power Systems and Control","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Tuyere; Aggregate (composite); Materials science; Metallurgy; Thermodynamics; Blast furnace; Composite material; Physics","score_opus":0.005020915626286441,"score_gpt":0.17652938012648847,"score_spread":0.17150846450020202,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400283277","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93741477,0.051304642,0.00714128,0.0008525276,0.00041421654,0.00046730335,0.00000929872,0.0015132662,0.00088271685],"genre_scores_gemma":[0.99946904,0.000030793442,0.00015353778,0.000048793554,0.0000388643,0.000054714303,6.191753e-7,0.00003989169,0.0001637735],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9988789,0.000075225296,0.00025395068,0.00022076952,0.00022367138,0.00034749808],"domain_scores_gemma":[0.999127,0.00014515799,0.000060686198,0.0006381191,0.000019515554,0.000009573882],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00028331505,0.00022194065,0.00022441459,0.00012907771,0.00014292824,0.000114933195,0.00082619773,0.00019175367,0.0000017113151],"category_scores_gemma":[0.000060418,0.000095021394,0.00010118703,0.0009094852,0.00014746432,0.000066942004,0.000120187695,0.0006400626,4.4574153e-7],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000034386587,0.000052950938,0.0013217687,0.00041143113,0.00068930676,0.00018428256,0.0056243944,0.03179981,0.5186353,0.012446817,0.00075342454,0.42804617],"study_design_scores_gemma":[0.001088085,0.0001410026,0.00070678396,0.0019148575,0.00023397554,0.00047964806,0.025216173,0.7642187,0.14986126,0.00024222708,0.055010505,0.00088680495],"about_ca_topic_score_codex":0.00041155753,"about_ca_topic_score_gemma":0.0003572489,"teacher_disagreement_score":0.7324189,"about_ca_system_score_codex":0.00007738797,"about_ca_system_score_gemma":0.000036265592,"threshold_uncertainty_score":0.387486},"labels":[],"label_agreement":null},{"id":"W4405910958","doi":"10.33070/etars.4.2024.06","title":"SUPERSONIC COOLING TECHNOLOGY OF GAS TURBINE AIR","year":2024,"lang":"en","type":"article","venue":"Energy Technologies & Resource Saving","topic":"Ranque-Hilsch vortex tube","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Gas compressor; Environmental science; Compressed air; Nozzle; Air compressor; Turbine; Airflow; Turboexpander; Combustion; Nuclear engineering; Gas turbines; Supersonic speed; Inlet; Total air temperature; Ram air turbine; Mechanical engineering; Marine engineering; Engineering; Aerospace engineering; Chemistry","score_opus":0.0046420128434596294,"score_gpt":0.19219730859991432,"score_spread":0.1875552957564547,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405910958","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8589966,0.063726865,0.021803096,0.002485523,0.00064925454,0.00020891626,0.00002186673,0.038827762,0.013280081],"genre_scores_gemma":[0.99551696,0.00070930645,0.003228416,0.000019989264,0.00006744097,0.000055191056,0.000009295455,0.00013291424,0.00026047238],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9981136,0.000016288826,0.00046711703,0.00046736596,0.00025333685,0.00068230164],"domain_scores_gemma":[0.99888384,0.00014679646,0.000043146636,0.00084791717,0.0000394291,0.000038896924],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00017391209,0.00037081874,0.0004473145,0.0012542091,0.000085532454,0.000040936902,0.0008266115,0.0006124593,0.00003494226],"category_scores_gemma":[0.0001965896,0.0003653057,0.00014877474,0.0017904376,0.00034981238,0.00015160657,0.00032018818,0.00072789483,0.00002463465],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000015475636,0.000034815814,0.00047502937,0.0005168331,0.00038596193,0.00029567306,0.0004672374,0.047758568,0.1648021,0.0549015,0.0047500613,0.7255967],"study_design_scores_gemma":[0.00032495047,0.00015769979,0.000071262264,0.0010741752,0.00008077569,0.000192308,0.004663965,0.054292325,0.45795625,0.0062431837,0.47405976,0.00088333053],"about_ca_topic_score_codex":0.00005113992,"about_ca_topic_score_gemma":0.000042959007,"teacher_disagreement_score":0.7247134,"about_ca_system_score_codex":0.00020212596,"about_ca_system_score_gemma":0.00003356569,"threshold_uncertainty_score":0.9998799},"labels":[],"label_agreement":null}]}