{"meta":{"query_hash":"46a9b53fe831","filters":{"venue":"Acta Europeana Systemica"},"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/46a9b53fe831","api":"https://metacan.xera.ac/api/v1/cohort?venue=Acta+Europeana+Systemica"},"results":[{"id":"W3044265216","doi":"10.14428/aes.v8i1.56533","title":"Métis : Ruse, intelligence, bricolage dans les systèmes complexes et les crises","year":2020,"lang":"fr","type":"article","venue":"Acta Europeana Systemica","topic":"Economic Development and Digital Transformation","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":"Philosophy; Bricolage; Art; Literature","score_opus":0.09512785187124513,"score_gpt":0.2359974670877542,"score_spread":0.1408696152165091,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3044265216","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":[0.08513703,0.16195731,0.06320929,0.29758617,0.018958585,0.00011067454,0.0023488966,0.00096551667,0.36972654],"genre_scores_gemma":[0.8128503,0.0318493,0.009110837,0.0043394864,0.010975916,0.00023926288,0.0005569532,0.00027068198,0.12980716],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9985863,0.0007986643,0.000057017656,0.00019158075,0.0002458944,0.00012056349],"domain_scores_gemma":[0.9980475,0.0012402398,0.00026469247,0.000085828,0.00020999953,0.00015168906],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017589672,0.0011462992,0.001166118,0.0028073834,0.002825051,0.01202992,0.0008354512,0.005041576,0.0432686],"category_scores_gemma":[0.007401651,0.00031576818,0.0006523808,0.0036527032,0.0044831787,0.009576322,0.001605894,0.005232298,0.0036073236],"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":[0.00006726784,0.000018855257,0.00062157586,0.00022515851,0.000022506329,0.00016758469,0.0010240965,0.0009855062,0.00014637964,0.9516844,0.027104666,0.017932005],"study_design_scores_gemma":[0.00013244794,0.000064006665,0.0070168604,0.00062778214,0.00004222243,0.0009715239,0.0039873524,0.012816045,0.00076925475,0.62716264,0.34633887,0.00007094967],"about_ca_topic_score_codex":0.021346936,"about_ca_topic_score_gemma":0.010993101,"teacher_disagreement_score":0.0432686,"about_ca_system_score_codex":0.0051599634,"about_ca_system_score_gemma":0.0021060319,"threshold_uncertainty_score":0.14474785},"labels":[],"label_agreement":null},{"id":"W3044654079","doi":"10.14428/aes.v6i1.56863","title":"Vertiges et promesses de la complexité… quelles méta-morphoses pour nos démocraties désenchantées ?","year":2020,"lang":"fr","type":"article","venue":"Acta Europeana Systemica","topic":"French Urban and Social Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval","funders":"","keywords":"Political science; Humanities; Philosophy","score_opus":0.07036716853485354,"score_gpt":0.2971873130576688,"score_spread":0.2268201445228153,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3044654079","genre_codex":"other","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"commentary","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.091405146,0.006724095,0.058582056,0.0427657,0.0004924966,0.00009685171,0.0002949044,0.00031951544,0.79931915],"genre_scores_gemma":[0.9430801,0.0021859796,0.009256753,0.0014949823,0.00016532543,0.00012219175,0.0001397963,0.00017959773,0.043375265],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99625164,0.0016560283,0.000117874646,0.0008276629,0.00065338914,0.00049331784],"domain_scores_gemma":[0.9973712,0.00083917764,0.00027186386,0.0008599585,0.00036523235,0.00029250188],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003463891,0.0006087561,0.0005009097,0.0020888627,0.0056075766,0.015508,0.0010807032,0.0022468294,0.012425997],"category_scores_gemma":[0.0040849047,0.00042948453,0.0006027785,0.001869769,0.044447288,0.014572153,0.0051854705,0.0039533977,0.0015557692],"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":[0.0000082601355,0.0000068366426,0.00047153968,0.000026256988,0.000007100717,0.00003644275,0.0070947986,0.00015121573,0.00018510879,0.98691005,0.0007188082,0.0043835747],"study_design_scores_gemma":[0.000015208526,0.000024338458,0.0024654595,0.00017276229,0.000024748933,0.00019150601,0.015688134,0.00089799485,0.0003752525,0.76955825,0.21054791,0.00003842046],"about_ca_topic_score_codex":0.006752171,"about_ca_topic_score_gemma":0.008573237,"teacher_disagreement_score":0.015508,"about_ca_system_score_codex":0.00682991,"about_ca_system_score_gemma":0.004074518,"threshold_uncertainty_score":0.049554646},"labels":[],"label_agreement":null}]}