{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":4,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":4,"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":"b1a40ccd97de","filters":{"venue":"Bibliography and Bibliology"}},"results":[{"id":"W4378576451","doi":"10.25281/2411-2305-2023-1-152-158","title":"Information and Bibliographic Provision of the Local History Researches and Studies of the Russian Villages: an Encyclopedical Approach","year":2023,"lang":"en","type":"article","venue":"Bibliography and Bibliology","topic":"Regional Socio-Economic Development Trends","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"World Federation of Science Journalists","funders":"","keywords":"Encyclopedia; Russian history; Library science; State (computer science); Local history; History; Event (particle physics); Political science; Economic history; Computer science","authors":[{"name":"K. A. Averyanov","is_ca":false},{"name":"G. A. Melnichuk","is_ca":false},{"name":"Svetlana A. Rasskazova-Nikolaeva","is_ca":false},{"name":"Nataliya Stepanova","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07850255467798915,"gpt":0.3315553978082433,"spread":0.2530528431302542,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001490973,0.0004202199,0.0006232029,0.043666,0.002349504,0.008567216,0.0006051057,0.000592806,0.01179369],"category_scores_gemma":[0.004095156,0.00031748,0.0001621721,0.07034881,0.001797245,0.005568325,0.001825157,0.0006709993,0.002865492],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002381678,"about_ca_system_score_gemma":0.005093708,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006672957,"about_ca_topic_score_gemma":0.008597886,"domain_scores_codex":[0.9986432,0.0005565067,0.0002919931,0.00008084944,0.0003417113,0.00008578354],"domain_scores_gemma":[0.9977192,0.001145049,0.000341923,0.0001889092,0.0005173747,0.00008749001],"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":[0.00006818027,0.00009153027,0.005689861,0.006024668,0.0000509554,0.001095462,0.03139575,0.0007697775,0.003142923,0.273019,0.1229538,0.555698],"study_design_scores_gemma":[0.0000041288,0.0000174737,0.008333993,0.002150161,0.00004011569,0.0004436696,0.009737202,0.000165893,0.0003797286,0.00517186,0.9735392,0.00001653848],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.03781,0.2580318,0.0140417,0.009148301,0.002660559,0.0003614253,0.01442475,0.0007730611,0.6627485],"genre_scores_gemma":[0.3501991,0.476256,0.03132863,0.001153697,0.003066306,0.0006113825,0.01739279,0.0005337121,0.1194583],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.043666,"threshold_uncertainty_score":0.03945386,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4409372600","doi":"10.25281/2411-2305-2025-1-118-124","title":"“The Gift of Writing Figuratively and at the Same Time Succinctly...” (“Navigator...” of Moscow Studies by N.N. Mitrofanov)","year":2025,"lang":"en","type":"article","venue":"Bibliography and Bibliology","topic":"Discourse Analysis and Cultural Communication","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"World Federation of Science Journalists","funders":"","keywords":"Computer science; Literature; Computer graphics (images); Art","authors":[{"name":"G. A. Melnichuk","is_ca":false},{"name":"Nataliya Stepanova","is_ca":true},{"name":"Anna V. Antonovskaya","is_ca":false},{"name":"Anton V. Sukhorukov","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02238607960035944,"gpt":0.3569454536694346,"spread":0.3345593740690752,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001734379,0.0005556918,0.0004563729,0.002591823,0.002611503,0.004839171,0.0004511451,0.0008482945,0.007842988],"category_scores_gemma":[0.003641835,0.0001815951,0.000223792,0.002615559,0.005689383,0.005224267,0.00186981,0.001777507,0.003554863],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001763282,"about_ca_system_score_gemma":0.002075173,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002238826,"about_ca_topic_score_gemma":0.003750334,"domain_scores_codex":[0.9984725,0.0009427539,0.00008322078,0.0001414873,0.0002828159,0.00007723738],"domain_scores_gemma":[0.9987513,0.0007052947,0.0001599414,0.00008868432,0.0002100124,0.00008476226],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003383996,0.00001016164,0.0005264638,0.0009488497,0.00001649508,0.0001628039,0.01431978,0.0001487425,0.0005683893,0.3920948,0.4183495,0.1728202],"study_design_scores_gemma":[0.000001637978,0.00001126448,0.001011834,0.0006606433,0.000004626711,0.0002112338,0.002140771,0.00004981123,0.000129573,0.01402163,0.9817499,0.000006975401],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.0064561,0.5506545,0.009062408,0.08756912,0.03455687,0.00003480205,0.0002395563,0.0001851851,0.3112415],"genre_scores_gemma":[0.2869456,0.4038104,0.009603854,0.01615491,0.05301007,0.0001562153,0.0004594153,0.0005055656,0.229354],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.007842988,"threshold_uncertainty_score":0.02623743,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4403731471","doi":"10.25281/2411-2305-2024-5-151-158","title":"Nikolay Stepanovich Zelov is More Than an Ascetic","year":2024,"lang":"en","type":"article","venue":"Bibliography and Bibliology","topic":"Diverse Historical and Scientific Studies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"World Federation of Science Journalists","funders":"","keywords":"Asceticism; Philosophy; Theology","authors":[{"name":"G. A. Melnichuk","is_ca":false},{"name":"Zinaida I. Peregudova","is_ca":false},{"name":"Natalya V. Stepanova","is_ca":true},{"name":"Lidiya Ya. Melnichuk","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05087570459956164,"gpt":0.2669509059478746,"spread":0.216075201348313,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001409177,0.0003993231,0.0006373088,0.001182742,0.002743883,0.003961944,0.0005136445,0.00095143,0.004653488],"category_scores_gemma":[0.002794559,0.0002082608,0.0002137477,0.001306128,0.002812097,0.003216487,0.002583524,0.002849441,0.004524061],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002146458,"about_ca_system_score_gemma":0.003625602,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002500234,"about_ca_topic_score_gemma":0.002701356,"domain_scores_codex":[0.9988218,0.0003448958,0.00007897073,0.0002928734,0.0003641198,0.00009731312],"domain_scores_gemma":[0.9990447,0.0002983925,0.0001309266,0.00009750327,0.0002638115,0.0001646681],"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":[0.0002099444,0.00006741433,0.005637827,0.001058955,0.00005544971,0.0005273015,0.008459008,0.0005852258,0.001607434,0.4474229,0.3622901,0.1720785],"study_design_scores_gemma":[0.000003500354,0.0000146445,0.001159553,0.0002057344,0.00000615689,0.0002727795,0.0007441849,0.00005446123,0.0003501816,0.01049073,0.9866878,0.00001027359],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.04940657,0.2927232,0.01921063,0.2181019,0.05103969,0.00007485256,0.001015268,0.000911686,0.3675162],"genre_scores_gemma":[0.4980722,0.1409504,0.01148859,0.03214235,0.01028018,0.0001988144,0.001172394,0.0009056681,0.3047894],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004653488,"threshold_uncertainty_score":0.01557368,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4399184781","doi":"10.25281/2411-2305-2024-2-151-158","title":"Encyclopedia of Russian Villages: Past and Present","year":2024,"lang":"en","type":"article","venue":"Bibliography and Bibliology","topic":"Regional Socio-Economic Development Trends","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"World Federation of Science Journalists","funders":"","keywords":"Encyclopedia; Fatherland; Russian federation; Agrarian society; Library science; State (computer science); Slovak; Geography; Political science; History; Regional science; Agriculture; Politics; Archaeology; Czech; Law","authors":[{"name":"Natalya V. Stepanova","is_ca":true},{"name":"K. A. Averyanov","is_ca":false},{"name":"G. A. Melnichuk","is_ca":false},{"name":"Svetlana A. Rasskazova-Nikolaeva","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01845276249162179,"gpt":0.2973713046229904,"spread":0.2789185421313686,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004554483,0.0006775987,0.0008265384,0.00670253,0.001027043,0.00369706,0.0007595048,0.0003621576,0.06740309],"category_scores_gemma":[0.001374134,0.0002572749,0.0002969707,0.01231266,0.0006731883,0.002682127,0.001691443,0.0006588874,0.029984],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008286214,"about_ca_system_score_gemma":0.002164162,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004334728,"about_ca_topic_score_gemma":0.004212477,"domain_scores_codex":[0.9993875,0.0001285956,0.0001357242,0.000112189,0.0001743526,0.00006174811],"domain_scores_gemma":[0.999366,0.0001414459,0.0001138283,0.0001083069,0.0001976983,0.00007284025],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001078494,0.00004576169,0.002873254,0.004387164,0.00004187826,0.0004352272,0.003419974,0.0002761109,0.001930176,0.02860901,0.5824651,0.3754085],"study_design_scores_gemma":[0.000001652072,0.000007134476,0.002497741,0.0002597528,0.000006829217,0.0002606185,0.0003286687,0.00001450543,0.00006095906,0.0005120137,0.9960462,0.000003809726],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01697038,0.2518824,0.003652825,0.003865429,0.01647436,0.0002480535,0.06428423,0.002238694,0.6403837],"genre_scores_gemma":[0.1357087,0.3552963,0.01086777,0.001356612,0.007199071,0.0004487052,0.08295627,0.00169762,0.404469],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.06740309,"threshold_uncertainty_score":0.2254858,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}