{"meta":{"query_hash":"63d6b9a33599","filters":{"venue":"Management of Development of Complex Systems"},"cohort_total":1,"direct_labels_cover":0,"predictions_cover":1,"exported":1,"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/63d6b9a33599","api":"https://metacan.xera.ac/api/v1/cohort?venue=Management+of+Development+of+Complex+Systems"},"results":[{"id":"W4412385382","doi":"10.32347/2412-9933.2025.62.32-37","title":"Smart infrastructure and digitalization: content analysis of METRO'24 RockLine, Slovakia","year":2025,"lang":"en","type":"article","venue":"Management of Development of Complex Systems","topic":"Transport and Logistics Innovations","field":"Engineering","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":"Innovation Cluster (Canada)","funders":"","keywords":"Transport infrastructure; Environmental science; Business; Transport engineering; Engineering","score_opus":0.040338239405973426,"score_gpt":0.24172750770504975,"score_spread":0.20138926829907633,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412385382","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":[0.9737179,0.0008665138,0.0003762613,0.0012822314,0.00008938336,0.00018083645,0.0054750345,0.000047819834,0.017964106],"genre_scores_gemma":[0.9787219,0.0012795731,0.00079333904,0.00043093707,0.00008112619,0.00030302285,0.00633605,0.00009517503,0.011958848],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99892443,0.00032103938,0.00009077891,0.00015829284,0.0002632136,0.00024227616],"domain_scores_gemma":[0.9971215,0.0011274833,0.00045939462,0.0001325097,0.00078536995,0.0003736993],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016146493,0.00024301729,0.00036300113,0.0045190114,0.003054616,0.003675878,0.0003669091,0.00056185265,0.0045774328],"category_scores_gemma":[0.0039871144,0.0002000352,0.00027198938,0.0064839367,0.0018418123,0.0013757095,0.002146847,0.00055227726,0.00093002134],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00036504577,0.0002339577,0.20371442,0.002383097,0.00012917403,0.0050718817,0.64082664,0.00050361955,0.0068048476,0.004685254,0.04768995,0.0875921],"study_design_scores_gemma":[0.0000074124237,0.00005293883,0.35442704,0.00049219234,0.000020669157,0.0003380189,0.5318604,0.00023955238,0.0005808316,0.00012193739,0.111823134,0.00003586806],"about_ca_topic_score_codex":0.060930267,"about_ca_topic_score_gemma":0.09990511,"teacher_disagreement_score":0.060930267,"about_ca_system_score_codex":0.0044656824,"about_ca_system_score_gemma":0.0033527506,"threshold_uncertainty_score":0.12115121},"labels":[],"label_agreement":null}]}