{"meta":{"query_hash":"939feb49dc03","filters":{"venue":"Amberd Bulletin"},"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/939feb49dc03","api":"https://metacan.xera.ac/api/v1/cohort?venue=Amberd+Bulletin"},"results":[{"id":"W4320149761","doi":"10.52174/2579-2989_2022.5-78","title":"Ծայրահեղականությունը համաշխարհային տնտեսությունում. պատժամիջոցների մեջ «թաթախված» կյանք / Extremism in the World Economy: Life Deep in Sanctions","year":2022,"lang":"en","type":"article","venue":"Amberd Bulletin","topic":"Economic Sanctions and International Relations","field":"Economics, Econometrics and Finance","cited_by":0,"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":"Sanctions; Economic sanctions; Limiting; Ukrainian; Political science; Politics; Scope (computer science); Humanism; Political economy; Economy; International trade; Law; Economics; Engineering","score_opus":0.025989763595757134,"score_gpt":0.21590221239199486,"score_spread":0.18991244879623773,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4320149761","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.19461977,0.026474396,0.0047935145,0.19810238,0.0012967426,0.000017949382,0.0003281829,0.000033214088,0.5743338],"genre_scores_gemma":[0.9732746,0.0077755917,0.00042541375,0.0036462026,0.0008909018,0.00000988531,0.000074384516,0.000015151715,0.013887823],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99957734,0.00021539778,0.000010348948,0.000031719617,0.00006331241,0.00010192726],"domain_scores_gemma":[0.99914324,0.00028515534,0.00022405379,0.000034195007,0.00012298932,0.00019030111],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006075673,0.00016776819,0.00022102303,0.00077399245,0.0019204865,0.0056416704,0.00019001286,0.0013719526,0.007933392],"category_scores_gemma":[0.0019627998,0.00009290216,0.0001298092,0.0010464705,0.0043141167,0.0044443607,0.001355749,0.0025152687,0.0004660348],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003715709,0.00004328645,0.00630343,0.000077382814,0.000011631785,0.00023714144,0.0033127435,0.00072121015,0.00012624286,0.93136996,0.03553357,0.022226159],"study_design_scores_gemma":[0.000014247558,0.000049142855,0.025306297,0.00058688904,0.000016110562,0.000301245,0.016203368,0.0013154828,0.00019991695,0.73562324,0.22033896,0.000045247263],"about_ca_topic_score_codex":0.0039868895,"about_ca_topic_score_gemma":0.006200707,"teacher_disagreement_score":0.007933392,"about_ca_system_score_codex":0.0020537581,"about_ca_system_score_gemma":0.00073658366,"threshold_uncertainty_score":0.026539803},"labels":[],"label_agreement":null},{"id":"W7136325748","doi":"10.52174/2579-2989_2025.3-15","title":"Socio-Economic Challenges of Population Aging and Opportunities for Social Entrepreneurship","year":2025,"lang":"","type":"article","venue":"Amberd Bulletin","topic":"Migration, Aging, and Tourism Studies","field":"Social Sciences","cited_by":0,"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":"Skoll Foundation","keywords":"Workforce; Aging in the American workforce; Population ageing; Social entrepreneurship; Entrepreneurship; Population; Workforce development; Emerging markets","score_opus":0.060551041747730176,"score_gpt":0.30584355555324705,"score_spread":0.24529251380551687,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7136325748","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.17444125,0.03224095,0.0020391517,0.6124376,0.004939149,0.00006789287,0.0003673129,0.00006172986,0.17340495],"genre_scores_gemma":[0.84838265,0.06415045,0.002257079,0.045412347,0.0064319107,0.00014951259,0.00028752955,0.000044920347,0.032883707],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99892884,0.00044057524,0.000035266377,0.00007328747,0.00017233442,0.00034970164],"domain_scores_gemma":[0.99780554,0.0004033746,0.00020836586,0.00006987334,0.00031198093,0.0012008114],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019236011,0.0003180329,0.00039237904,0.001066003,0.0065644574,0.0052557993,0.00049847673,0.0020708828,0.008755683],"category_scores_gemma":[0.0025287047,0.00013995812,0.0004130258,0.0010302248,0.0047550215,0.0042410935,0.0062974077,0.0033896384,0.0012063467],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000644471,0.00038130058,0.038751677,0.00065387774,0.000077302895,0.002239731,0.066736996,0.0005700608,0.0008156929,0.44543186,0.22545898,0.21881807],"study_design_scores_gemma":[0.000014559857,0.00014588579,0.031259064,0.0008691389,0.000027374004,0.001021702,0.09915571,0.00029917952,0.00014653137,0.12882012,0.73819596,0.00004479408],"about_ca_topic_score_codex":0.007213417,"about_ca_topic_score_gemma":0.019394489,"teacher_disagreement_score":0.008755683,"about_ca_system_score_codex":0.0021037064,"about_ca_system_score_gemma":0.005213234,"threshold_uncertainty_score":0.029290676},"labels":[],"label_agreement":null},{"id":"W7140170936","doi":"10.52174/2579-2989_2025.2-67","title":"Again and Again About Yerevan Public Transport: Figures and Facts","year":2025,"lang":"","type":"article","venue":"Amberd Bulletin","topic":"Fiscal Policy and Economic Growth","field":"Economics, Econometrics and Finance","cited_by":0,"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":"Revenue; Tariff; Ticket; Public transport; Service (business); Work (physics); Quarter (Canadian coin); TRIPS architecture","score_opus":0.019677646183090345,"score_gpt":0.21448117594684982,"score_spread":0.19480352976375948,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7140170936","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.1234892,0.1621642,0.0015090795,0.08040349,0.009071371,0.00006441506,0.0860931,0.0010606507,0.53614455],"genre_scores_gemma":[0.6769385,0.09801567,0.0017279773,0.0041084043,0.0014119449,0.00008411588,0.038246043,0.00038374253,0.17908365],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9997702,0.000030498126,0.000027393724,0.000046574525,0.00006738904,0.000057975813],"domain_scores_gemma":[0.9995889,0.00007558024,0.00012691104,0.000036049187,0.00015176882,0.000020811603],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00033764302,0.0005773107,0.00025027717,0.0019971917,0.0006962346,0.0030145382,0.00051608135,0.000773183,0.012533324],"category_scores_gemma":[0.0015380401,0.00021062685,0.00019574356,0.006124987,0.0006035129,0.0028897955,0.0006081522,0.0013061329,0.0041079586],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00024638075,0.000030840605,0.025088174,0.0017334503,0.00004901476,0.0012817348,0.0014481015,0.0016171277,0.0007177775,0.09497611,0.74792147,0.12488974],"study_design_scores_gemma":[0.0000031257987,0.000011612622,0.023302246,0.0003565433,0.0000099257095,0.00028576722,0.0010250127,0.00016536162,0.00025331674,0.0010582032,0.9735119,0.00001700616],"about_ca_topic_score_codex":0.09021258,"about_ca_topic_score_gemma":0.05630873,"teacher_disagreement_score":0.09021258,"about_ca_system_score_codex":0.0046116905,"about_ca_system_score_gemma":0.0013861867,"threshold_uncertainty_score":0.179375},"labels":[],"label_agreement":null}]}