{"meta":{"query_hash":"7bd9075bbda8","filters":{"venue":"Economy of Industry"},"cohort_total":2,"direct_labels_cover":0,"predictions_cover":2,"exported":2,"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/7bd9075bbda8","api":"https://metacan.xera.ac/api/v1/cohort?venue=Economy+of+Industry"},"results":[{"id":"W3199656984","doi":"10.15407/econindustry2021.02.059","title":"On the correlation between GDP and energy consumption in macroeconomic development","year":2021,"lang":"en","type":"article","venue":"Economy of Industry","topic":"Energy, Environment, Economic Growth","field":"Economics, Econometrics and Finance","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Economics; Gross domestic product; Consumption (sociology); Macroeconomics; Energy consumption; Purchasing power parity; Energy intensity; Real gross domestic product; Economy; Econometrics","score_opus":0.03153347383631345,"score_gpt":0.20080588994127116,"score_spread":0.16927241610495772,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3199656984","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":[0.9578762,0.00040240271,0.00019869012,0.0010017998,0.00012916159,0.00006169982,0.00003731639,0.0000082847655,0.040284444],"genre_scores_gemma":[0.99777555,0.000074521726,0.00022443972,0.0005144157,0.000055884444,0.00003450706,0.000034401957,0.000020121286,0.0012661263],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984902,0.00002839004,0.0008162934,0.00043466417,0.000014130454,0.0002162907],"domain_scores_gemma":[0.9989581,0.00020908851,0.00045952262,0.000303,0.000005680895,0.000064626816],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004552031,0.00015961028,0.00036922118,0.00016933319,0.000068070425,0.000036551795,0.00012425988,0.0002881554,0.001370549],"category_scores_gemma":[0.000046525536,0.00018688076,0.0000467642,0.00006344289,0.00010148242,0.00017974134,0.000090129164,0.0003200423,0.00021433462],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000050926433,0.000040053113,0.66579163,0.000012272761,0.000054903863,0.000002194533,0.000126961,0.0005973378,0.000009140462,0.33144486,0.00033675262,0.0015788004],"study_design_scores_gemma":[0.00084000896,0.0000276169,0.9154374,0.000046783985,0.0000052371947,0.000007023836,0.00014049538,0.0008003987,0.0023819753,0.042659916,0.03730516,0.0003479657],"about_ca_topic_score_codex":0.00005331608,"about_ca_topic_score_gemma":0.000059390637,"teacher_disagreement_score":0.28878495,"about_ca_system_score_codex":0.00026952344,"about_ca_system_score_gemma":0.000041786283,"threshold_uncertainty_score":0.99954236},"labels":[],"label_agreement":null},{"id":"W4402567130","doi":"10.15407/econindustry2024.03.052","title":"Regarding the influence of national factors on the biotic component of the enterprise's material backpack formation","year":2024,"lang":"en","type":"article","venue":"Economy of Industry","topic":"Economic and Business Development Strategies","field":"Economics, Econometrics and Finance","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Backpack; Component (thermodynamics); Biotic component; Business; Geology; Engineering; Abiotic component; Physics; Structural engineering; Paleontology; Thermodynamics","score_opus":0.04126318613194744,"score_gpt":0.21522567716214144,"score_spread":0.173962491030194,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402567130","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":[0.9788869,0.000065275664,0.000017656308,0.0020014162,0.0004110587,0.00016098772,0.00014759993,0.000006680616,0.01830245],"genre_scores_gemma":[0.9996839,0.000015466001,0.000011375828,0.00011990572,0.00005292532,0.0000076271353,0.000008563445,0.0000071806253,0.000093026305],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99906874,0.000015241418,0.0006433956,0.00013534575,0.000033812386,0.00010345225],"domain_scores_gemma":[0.99913293,0.00015605059,0.0004736753,0.00018956307,0.000035467318,0.000012331233],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00040193478,0.00010335868,0.00020928895,0.0000973526,0.00007220724,0.00005534191,0.0003373719,0.000111172,0.00025315033],"category_scores_gemma":[0.000046742447,0.00006197302,0.00009738811,0.00012241272,0.00017702584,0.00030311136,0.00007348593,0.00019631081,0.000029366849],"study_design_candidate":"observational","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":[0.000034819408,0.00007548327,0.11258636,0.0003486834,0.00028222072,2.8763614e-7,0.00239058,0.006805254,0.00046051323,0.8730684,0.0038302287,0.00011720181],"study_design_scores_gemma":[0.00045832148,0.000065012515,0.86572385,0.0007423665,0.000018775314,0.0000071418085,0.0027848727,0.0020789246,0.035740808,0.07572753,0.016260121,0.00039229667],"about_ca_topic_score_codex":0.000037373473,"about_ca_topic_score_gemma":0.0000023305136,"teacher_disagreement_score":0.7973408,"about_ca_system_score_codex":0.000086405475,"about_ca_system_score_gemma":0.000060236638,"threshold_uncertainty_score":0.27718186},"labels":[],"label_agreement":null}]}