{"meta":{"query_hash":"edadc5dc6826","filters":{"venue":"The Proceedings of the International Conference on Business, Management and Finance."},"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/edadc5dc6826","api":"https://metacan.xera.ac/api/v1/cohort?venue=The+Proceedings+of+the+International+Conference+on+Business%2C+Management+and+Finance."},"results":[{"id":"W4401590923","doi":"10.33422/icbmf.v1i1.421","title":"Cross-country analysis of the effectiveness of commercialization of scientific research results","year":2024,"lang":"en","type":"article","venue":"The Proceedings of the International Conference on Business, Management and Finance.","topic":"Innovation Diffusion and Forecasting","field":"Decision 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":"Commercialization; Scrutiny; Alliance; European union; Political science; Business; Economic growth; Marketing; Economics; International trade","score_opus":0.14710491927951413,"score_gpt":0.4043160182202139,"score_spread":0.25721109894069977,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401590923","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":"incentives","model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":"incentives","domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9473549,0.0035772882,0.012800827,0.0010089416,0.000116258554,0.00042661853,0.001057087,0.00006682888,0.03359133],"genre_scores_gemma":[0.9964619,0.00036069925,0.0024187053,0.000044703633,0.000020360209,0.0000947765,0.000314627,0.000014517159,0.00026971157],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.85712415,0.104277,0.011510382,0.005953479,0.017697532,0.0034375666],"domain_scores_gemma":[0.46184525,0.37599507,0.07469144,0.035679407,0.0490438,0.0027449648],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.13419496,0.0004499262,0.0008228531,0.010953516,0.0011224562,0.0064637437,0.0010725188,0.0006192553,0.00281293],"category_scores_gemma":[0.29127386,0.00026885016,0.0012502243,0.012284737,0.0029459065,0.0049107014,0.004022667,0.0010988294,0.00034029695],"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":[0.00091617403,0.00024934261,0.834161,0.0010689351,0.002263892,0.00034565775,0.004650555,0.0045118076,0.001020134,0.015971228,0.0015816183,0.13325962],"study_design_scores_gemma":[0.000037736823,0.0008220077,0.9662094,0.000741119,0.0006980092,0.00044494096,0.01058922,0.0066955,0.003109867,0.003200152,0.0073692487,0.00008276935],"about_ca_topic_score_codex":0.0021144615,"about_ca_topic_score_gemma":0.002067559,"teacher_disagreement_score":0.86580503,"about_ca_system_score_codex":0.002733217,"about_ca_system_score_gemma":0.0022443635,"threshold_uncertainty_score":0.7096993},"labels":[],"label_agreement":null}]}