{"meta":{"query_hash":"78d4d528adf1","filters":{"venue":"The Frontiers of Society, Science and Technology"},"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/78d4d528adf1","api":"https://metacan.xera.ac/api/v1/cohort?venue=The+Frontiers+of+Society%2C+Science+and+Technology"},"results":[{"id":"W3100481663","doi":"10.25236/fsst.2020.021417","title":"The pandemic risk for financial services companies: A case study of Covid-19","year":2020,"lang":"en","type":"article","venue":"The Frontiers of Society, Science and Technology","topic":"COVID-19 Pandemic Impacts","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":"Pandemic; Business; Coronavirus disease 2019 (COVID-19); Quarter (Canadian coin); Outbreak; Risk management; Financial risk; Finance; Infectious disease (medical specialty); Disease; Geography; Medicine","score_opus":0.04213400142100951,"score_gpt":0.2793575452280088,"score_spread":0.2372235438069993,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3100481663","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":[0.9663418,0.0008620744,0.0012651943,0.015273475,0.000059412516,0.00011767393,0.00028929886,0.000019035617,0.015772048],"genre_scores_gemma":[0.99309134,0.0011290149,0.0015367814,0.001233998,0.00006331306,0.000038988153,0.000115985924,0.0000106588195,0.002779793],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.99835664,0.00096272724,0.000057872425,0.00007332481,0.00023531706,0.0003141092],"domain_scores_gemma":[0.99476624,0.003157884,0.00064002525,0.00019059994,0.00042067555,0.0008246259],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0025714661,0.00047738716,0.0003132065,0.0012947688,0.006082542,0.002803764,0.00084415806,0.0035666977,0.0034245977],"category_scores_gemma":[0.0066817086,0.0002217724,0.0004068367,0.0013402011,0.0020864736,0.0021380424,0.002766092,0.0031883323,0.00031060874],"study_design_candidate":"qualitative","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":[0.0009511211,0.004310809,0.3189493,0.00058526057,0.00024705048,0.20446177,0.20142393,0.01753839,0.0022802125,0.09205244,0.071953095,0.08524664],"study_design_scores_gemma":[0.00021413207,0.0012567268,0.12305388,0.0009118092,0.00011039412,0.050782498,0.6169402,0.03303156,0.0018686019,0.031425666,0.14018703,0.00021754089],"about_ca_topic_score_codex":0.023326363,"about_ca_topic_score_gemma":0.042345207,"teacher_disagreement_score":0.023326363,"about_ca_system_score_codex":0.0036118065,"about_ca_system_score_gemma":0.002103282,"threshold_uncertainty_score":0.046381176},"labels":[],"label_agreement":null},{"id":"W3106372506","doi":"10.25236/fsst.2020.021419","title":"The Failure of the Risk Theory and the Tirpitz Plan: An Introduction to the Reasons Behind","year":2020,"lang":"en","type":"article","venue":"The Frontiers of Society, Science and Technology","topic":"Nuclear Issues and Defense","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":"","keywords":"Navy; Context (archaeology); Battle; Adversary; Deterrence theory; German; Dominion; Plan (archaeology); Aeronautics; Law; History; Operations research; Engineering; Political science; Computer security; Computer science; Ancient history; Archaeology","score_opus":0.005668383318105331,"score_gpt":0.2315575921213058,"score_spread":0.2258892088032005,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3106372506","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":[0.030690333,0.12541705,0.08099097,0.2626865,0.0057309093,0.00014031888,0.00016548621,0.00019011523,0.49398825],"genre_scores_gemma":[0.7897471,0.062503956,0.022436729,0.02735734,0.007077971,0.00034488383,0.00012240009,0.00030762487,0.09010195],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99730766,0.0011517125,0.00010150175,0.00033274505,0.00082991814,0.00027641916],"domain_scores_gemma":[0.9980872,0.0013914274,0.00017814983,0.00007111827,0.00019415723,0.000077875484],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0032487386,0.0010589714,0.00049061014,0.0019002307,0.0027133748,0.005962264,0.0015287494,0.005563331,0.0037172032],"category_scores_gemma":[0.005574922,0.0005015379,0.00080735475,0.001488021,0.017826809,0.008582308,0.002783723,0.009395115,0.0009399214],"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":[0.0000064115884,0.0000073570236,0.0001224955,0.000025916017,0.0000028655804,0.000083189414,0.0006379056,0.00037893708,0.000029600551,0.9894509,0.004222695,0.0050318297],"study_design_scores_gemma":[0.000007899587,0.000037551315,0.00060523377,0.0002656002,0.0000070830015,0.00025474525,0.00078238634,0.0014632662,0.00015943634,0.84605145,0.1503308,0.00003452172],"about_ca_topic_score_codex":0.0071483436,"about_ca_topic_score_gemma":0.0038906292,"teacher_disagreement_score":0.0074950573,"about_ca_system_score_codex":0.0074950573,"about_ca_system_score_gemma":0.00284763,"threshold_uncertainty_score":0.054380715},"labels":[],"label_agreement":null}]}