{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":2,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":2,"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":"68657a8f412f","filters":{"venue":"Moscow University Pedagogical Education Bulletin"}},"results":[{"id":"W4229944562","doi":"10.51314/2073-2635-2015-3-35-51","title":"Model of oversubject aptitudes","year":2015,"lang":"en","type":"article","venue":"Moscow University Pedagogical Education Bulletin","topic":"Educational Innovations and Challenges","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Earl Haig Secondary School","funders":"","keywords":"Modernization theory; Elaboration; Key (lock); Mathematics education; Engineering ethics; Psychology; Pedagogy; Sociology; Computer science; Political science; Engineering; Philosophy; Law; Computer security; Humanities","authors":[{"name":"Tatiana Georgievna Kudriashova","is_ca":true},{"name":"Andrei Sergeevich Shurup","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.230849718358792,"gpt":0.333959999109703,"spread":0.1031102807509111,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001431401,0.0009406113,0.0006193872,0.002317931,0.001033842,0.003321801,0.002204985,0.001562805,0.04369736],"category_scores_gemma":[0.004057547,0.0004139685,0.001330709,0.001051026,0.00212915,0.003941148,0.001627209,0.001811547,0.006886744],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002705936,"about_ca_system_score_gemma":0.001869041,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01046722,"about_ca_topic_score_gemma":0.00674093,"domain_scores_codex":[0.9986972,0.0003172942,0.00005125548,0.0004370891,0.0002496075,0.0002474379],"domain_scores_gemma":[0.997892,0.0006993443,0.0002172797,0.0002741397,0.000659608,0.0002575722],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00008245677,0.000108496,0.004464982,0.00007650159,0.0000477868,0.0003683403,0.001055631,0.02503778,0.001459472,0.9472145,0.002081992,0.01800211],"study_design_scores_gemma":[0.00009363109,0.0001999949,0.005461342,0.0001090243,0.00008906412,0.0005441051,0.0006352676,0.2668374,0.0007907575,0.7054563,0.01973092,0.00005222923],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1091088,0.0008786594,0.5738286,0.004306717,0.0002525392,0.0002754382,0.001937646,0.001183299,0.3082284],"genre_scores_gemma":[0.8771873,0.0006099827,0.02970866,0.0003103404,0.0001083208,0.0003517181,0.0007425181,0.0001385092,0.09084266],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04369736,"threshold_uncertainty_score":0.1461822,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W6969055334","doi":"10.55959/lpej-24-04","title":"Didactics as a Historical System of Knowledge: Modernity and Perspective","year":2024,"lang":"en","type":"article","venue":"Moscow University Pedagogical Education Bulletin","topic":"Tuberous Sclerosis Complex Research","field":"Medicine","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":"Modernity; Perspective (graphical); Set (abstract data type); Transformation (genetics); Quarter (Canadian coin)","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.09115530813748436,"gpt":0.3633699808650633,"spread":0.272214672727579,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003404809,0.0004933479,0.0003102202,0.003414213,0.006158821,0.01108188,0.0008883287,0.001881374,0.00551057],"category_scores_gemma":[0.004578463,0.0002752345,0.0002983058,0.00383187,0.04322377,0.00983402,0.003455011,0.00265957,0.0007999124],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01349156,"about_ca_system_score_gemma":0.005002695,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008053074,"about_ca_topic_score_gemma":0.008071412,"domain_scores_codex":[0.9962257,0.002596747,0.0001162061,0.0003487006,0.0004238398,0.0002887828],"domain_scores_gemma":[0.9965384,0.002012868,0.0003739664,0.0003729934,0.0003599659,0.0003417817],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000006333101,0.00000443627,0.0001398665,0.00003952228,0.000001747997,0.00003189104,0.01408396,0.0001039551,0.00003877963,0.9788963,0.001669668,0.004983591],"study_design_scores_gemma":[0.00001591762,0.0000229884,0.0007565471,0.0003210654,0.000008212824,0.0001766496,0.02238196,0.0003752149,0.0002492463,0.6006458,0.3750279,0.00001855367],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.03193173,0.03340797,0.01728137,0.04363612,0.001075706,0.00004032555,0.0001288883,0.00008679058,0.8724112],"genre_scores_gemma":[0.9426267,0.009033646,0.004234718,0.001314894,0.000715791,0.00006365745,0.0000581995,0.00005994624,0.04189244],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01349156,"threshold_uncertainty_score":0.09788853,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}