{"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":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0084168855,0.08029552,0.0050478415,0.035426695,0.021237876,0.000040308445,0.0004601532,0.00015143075,0.8489233],"genre_scores_gemma":[0.3685195,0.0985919,0.0063228873,0.021985639,0.0085290335,0.00010426279,0.00055696437,0.00017807636,0.49521172],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.999632,0.00014391073,0.000012413023,0.00004851222,0.00011875971,0.00004438124],"domain_scores_gemma":[0.9998474,0.000047937887,0.000024673933,0.000025805046,0.000037654518,0.0000164491],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00037927408,0.00033943652,0.00018343829,0.00045529616,0.0008561772,0.0020403,0.0002780201,0.0007271798,0.011821718],"category_scores_gemma":[0.00065843976,0.00007195249,0.0001282852,0.0008755862,0.0025124564,0.0023112735,0.0007646089,0.00088694674,0.0027084423],"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":[0.00011115204,0.0000273656,0.00093174184,0.0005913095,0.0000256746,0.00011042071,0.0006855593,0.00024518755,0.001398404,0.67118317,0.12963966,0.19505037],"study_design_scores_gemma":[0.000002727799,0.000038887873,0.0009980239,0.00014604394,0.0000063506805,0.0001024518,0.0005657896,0.000057673726,0.0005202589,0.03583289,0.9617237,0.000005250003],"about_ca_topic_score_codex":0.0014903998,"about_ca_topic_score_gemma":0.0033900347,"teacher_disagreement_score":0.011821718,"about_ca_system_score_codex":0.0007455649,"about_ca_system_score_gemma":0.00074547715,"threshold_uncertainty_score":0.039547563},"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":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.84862274,0.0010336112,0.13082708,0.00022530061,0.00015850592,0.000085965,0.00031393708,0.0018335676,0.016899174],"genre_scores_gemma":[0.9808435,0.00015255724,0.014796055,0.000021647975,0.0000065912554,0.000024665911,0.00010455181,0.000062284504,0.0039881077],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9996965,0.000012776552,0.000011444464,0.00008797134,0.000152059,0.000039259936],"domain_scores_gemma":[0.9998536,0.000019918005,0.000032709962,0.00003416333,0.000045165536,0.000014486898],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022016803,0.000326442,0.00032351018,0.00036759675,0.00031313516,0.00092330243,0.0005711469,0.00049058354,0.00268779],"category_scores_gemma":[0.00043905267,0.00023586783,0.00042029624,0.000272943,0.00022887388,0.00057009177,0.00039442914,0.0004725417,0.0008386824],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018252585,0.00016235828,0.0051544164,0.00019468914,0.000024520288,0.00017183681,0.00015147548,0.041696668,0.9081976,0.0026754495,0.0009912844,0.0403972],"study_design_scores_gemma":[0.000036579167,0.00085046684,0.016240977,0.000032941713,0.00008895069,0.00036907557,0.00012800559,0.17136501,0.78738725,0.00065004925,0.022801649,0.000049022387],"about_ca_topic_score_codex":0.0013477934,"about_ca_topic_score_gemma":0.0029228912,"teacher_disagreement_score":0.00268779,"about_ca_system_score_codex":0.00066097453,"about_ca_system_score_gemma":0.00043281255,"threshold_uncertainty_score":0.0089915395},"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":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.50087273,0.023348358,0.34571823,0.0007474783,0.0016548963,0.00027896033,0.00037420818,0.0013714059,0.12563373],"genre_scores_gemma":[0.92799693,0.0037163878,0.043719683,0.00015489853,0.00016817253,0.00011000441,0.00028404308,0.00010496394,0.023744883],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99976414,0.00002501749,0.00000827675,0.000050162864,0.00011344681,0.000039018287],"domain_scores_gemma":[0.9999263,0.000010691684,0.00001119225,0.000014331088,0.00003198999,0.0000055145674],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016907703,0.00031422518,0.00026722613,0.00034168703,0.00031769683,0.0003839614,0.0005062389,0.00030428704,0.002645729],"category_scores_gemma":[0.00018753849,0.00019470765,0.00034353932,0.00023050453,0.00039492163,0.00057199894,0.0003793757,0.0004901878,0.0007684497],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015243546,0.000037905847,0.0009068428,0.00087556103,0.00003051641,0.00029843263,0.0003530177,0.008234068,0.8478133,0.033882964,0.004751202,0.10266378],"study_design_scores_gemma":[0.00003342392,0.0006008464,0.004625981,0.00008308125,0.000058839363,0.00070539024,0.00009898704,0.044135366,0.79047644,0.0021200331,0.15701145,0.00005016711],"about_ca_topic_score_codex":0.0011112605,"about_ca_topic_score_gemma":0.0015058661,"teacher_disagreement_score":0.002645729,"about_ca_system_score_codex":0.0004642252,"about_ca_system_score_gemma":0.00035635743,"threshold_uncertainty_score":0.0088508725},"labels":[],"label_agreement":null}]}