{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":3,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":3,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12","author_layer_release":"2026-06-26"},"query_hash":"067aa1325966","filters":{"venue":"Management and Entrepreneurship Trends of Development"}},"results":[{"id":"W4399891687","doi":"10.26661/2522-1566/2024-2/28-08","title":"Territorial intelligence in Algeria, between network structuring and sustainable development","year":2024,"lang":"en","type":"article","venue":"Management and Entrepreneurship Trends of Development","topic":"African Studies and Geopolitics","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Optech (Canada)","funders":"","keywords":"Structuring; Sustainable development; Environmental planning; Geography; Business; Environmental resource management; Environmental science; Political science","authors":[{"name":"Younes Ferdj","is_ca":false},{"name":"Abdelkader Djeflat","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01784770842988769,"gpt":0.2721851469428559,"spread":0.2543374385129683,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006788402,0.000161906,0.0002212513,0.0002692477,0.0003253963,0.0001264781,0.0001468868,0.00005331328,0.00004609515],"category_scores_gemma":[0.000013206,0.0001589127,0.00002238175,0.000474095,0.0001430198,0.0001158317,0.0004148922,0.0000863485,0.000002140665],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001393043,"about_ca_system_score_gemma":0.00008369674,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003696774,"about_ca_topic_score_gemma":0.000619064,"domain_scores_codex":[0.9982862,0.00005812898,0.0003734215,0.0003620363,0.0002985233,0.0006216225],"domain_scores_gemma":[0.9996337,0.00009670897,0.00004878068,0.00009139761,0.00002260226,0.0001067726],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000172084,0.00002546151,0.1676565,0.0003914208,0.0001973575,0.00007821673,0.03810087,0.00003779497,4.122229e-7,0.1826308,0.00055647,0.6103074],"study_design_scores_gemma":[0.0002847344,0.00003447783,0.3191095,0.0003270001,0.0000626801,4.724286e-7,0.02980372,0.00001337914,0.0001727961,0.01391989,0.6357897,0.000481723],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9135841,0.003586397,0.001092077,0.000862055,0.001284282,0.0004518116,0.000002987171,0.0001515131,0.07898483],"genre_scores_gemma":[0.9892793,0.0002225943,0.00274428,0.00001128485,0.000301553,0.00002539351,0.000007058398,0.000008869666,0.007399607],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6352332,"threshold_uncertainty_score":0.648027,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4405575433","doi":"10.26661/2522-1566/2024-4/30-01","title":"Linking national innovation systems and innovation capacity","year":2024,"lang":"en","type":"article","venue":"Management and Entrepreneurship Trends of Development","topic":"Regional Development and Policy","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Business; National innovation system; Industrial organization; Economics; Economy","authors":[{"name":"Mohammed El Amine Metaiche","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07887080780101574,"gpt":0.316172832340764,"spread":0.2373020245397483,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009609647,0.0001189983,0.0001182278,0.001491232,0.0002235674,0.0001944685,0.00008766092,0.00005989035,0.00002839707],"category_scores_gemma":[0.00002921388,0.0001169682,0.00001331599,0.002182667,0.0001042981,0.0002427046,0.00007268272,0.0000669913,0.000006503403],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009254302,"about_ca_system_score_gemma":0.0000941697,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005174798,"about_ca_topic_score_gemma":0.00002870636,"domain_scores_codex":[0.9985791,0.00005036692,0.0003816262,0.0002610869,0.0005369795,0.0001908458],"domain_scores_gemma":[0.9996191,0.00006419303,0.00008840588,0.00005418047,0.0001408079,0.00003329107],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000006087512,0.0000169891,0.02574053,0.0002133248,0.00007731594,0.00000348934,0.006188278,0.000007262691,0.00002437666,0.7985032,0.001582514,0.1676366],"study_design_scores_gemma":[0.0002941394,0.00001449458,0.1532053,0.0004153053,0.00002535065,0.000003357535,0.0008306156,0.000106779,0.0001620922,0.0124062,0.832233,0.0003032955],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8371394,0.0007653122,0.0003880846,0.002765089,0.0006943044,0.0002288169,0.000004574441,0.0001446188,0.1578698],"genre_scores_gemma":[0.982641,0.0002807009,0.001048123,0.00008172817,0.0001174558,0.00003030628,0.00006413872,0.000008110103,0.01572846],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8306505,"threshold_uncertainty_score":0.4769825,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2905880044","doi":"10.26661/2522-1566/2018-4/06-09","title":"Perspectives of development of trade and economic relations between Ukraine and Canada on the modern stage","year":2018,"lang":"en","type":"article","venue":"Management and Entrepreneurship Trends of Development","topic":"Economic Systems and Logistics Management","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Ukrainian; Originality; Modernization theory; Relevance (law); Political science; Value (mathematics); Economic system; Economics; Economic growth","authors":[{"name":"Yevgeniya Vodopyanova","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03879330011824384,"gpt":0.2111404660448966,"spread":0.1723471659266528,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004966334,0.0001718668,0.0003874579,0.000267355,0.0001135451,0.00002098547,0.0001491695,0.00003542153,0.0001140761],"category_scores_gemma":[0.00001286038,0.0001595293,0.00002731684,0.00007044856,0.0001580991,0.00005081294,0.0001733326,0.0000496442,0.000002509046],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001121608,"about_ca_system_score_gemma":0.00004152759,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006209641,"about_ca_topic_score_gemma":0.01830635,"domain_scores_codex":[0.998558,0.00001794401,0.0007990908,0.0003861681,0.00005713254,0.0001816728],"domain_scores_gemma":[0.9991167,0.00009267139,0.0004810489,0.0002402027,0.00001156019,0.00005779449],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003662676,0.00008922221,0.6777542,0.0002815023,0.0008378086,0.000001286533,0.0129572,0.0000795269,0.000004782651,0.2719701,0.0009010901,0.03508673],"study_design_scores_gemma":[0.0006400693,0.00007292824,0.9732206,0.0000718829,0.00002899335,3.090074e-7,0.002031918,0.0002433437,0.000364704,0.002260529,0.02082153,0.0002432206],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9717247,0.0007569893,0.0003704012,0.0007741876,0.00008419444,0.0001999215,0.00006398282,0.00000724528,0.0260184],"genre_scores_gemma":[0.9957191,0.0001246209,0.001431559,0.00002154877,0.0000222101,0.00001834729,0.00001122203,0.00001200962,0.002639436],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2954664,"threshold_uncertainty_score":0.999607,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}