{"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":"0f5806b34975","filters":{"venue":"Ideas and Ideals"}},"results":[{"id":"W4393867097","doi":"10.17212/2075-0862-2024-16.1.2-291-308","title":"Regional Income and Consumer Expenditure Specifics of the Canadian Population","year":2024,"lang":"en","type":"article","venue":"Ideas and Ideals","topic":"Regional Economic and Spatial Analysis","field":"Economics, Econometrics and Finance","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":"Economics; Consumer expenditure; Population; Demographic economics; Economic geography; Geography; Public economics; Aggregate expenditure; Sociology; Demography","authors":[{"name":"Igor Mitroshin","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02668698207246685,"gpt":0.2175669037784782,"spread":0.1908799217060114,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000357342,0.000386561,0.0002496606,0.005890722,0.001116863,0.001183967,0.0006579367,0.0001599539,0.007786635],"category_scores_gemma":[0.001645447,0.0001412267,0.0008534197,0.0127999,0.0002872931,0.0002921528,0.0006266551,0.0003032326,0.0007698187],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01075009,"about_ca_system_score_gemma":0.01043813,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9797739,"about_ca_topic_score_gemma":0.9876018,"domain_scores_codex":[0.9994892,0.00002365745,0.00003714067,0.00006226634,0.0002230822,0.0001646273],"domain_scores_gemma":[0.9990788,0.00003832703,0.000127178,0.00003242036,0.0006180871,0.000105185],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001742917,0.00004220708,0.9446084,0.0003951638,0.0003123407,0.0003421511,0.001860305,0.00115514,0.0005041638,0.002324217,0.01357056,0.03471106],"study_design_scores_gemma":[0.000001722915,0.000007344122,0.9877468,0.0000337741,0.0000428657,0.0001094731,0.0008581667,0.0001221895,0.00007465635,0.00004244439,0.0109478,0.0000127536],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.744382,0.004255124,0.0003770748,0.000445493,0.00002777101,0.0001882574,0.177876,0.00008879964,0.0723594],"genre_scores_gemma":[0.9291725,0.003896993,0.0007310248,0.00008449534,0.00001544381,0.00009078912,0.05509129,0.00003425197,0.01088327],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02022606,"threshold_uncertainty_score":0.07799768,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2765500678","doi":"10.17212/2075-0862-2017-3.2-164-170","title":"Legal status of Canadian Indians: ethnocultural peculiarities","year":2017,"lang":"en","type":"article","venue":"Ideas and Ideals","topic":"Indigenous Studies and Ecology","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Legal status; History; Anthropology; Geography; Sociology; Political science; Law","authors":[{"name":"Galina Frenk","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05457470051146014,"gpt":0.3829942333485326,"spread":0.3284195328370725,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003065006,0.0002937734,0.000379819,0.006940574,0.02191542,0.005210282,0.001987077,0.0007681293,0.004276736],"category_scores_gemma":[0.008065604,0.0002906814,0.000312181,0.009135123,0.008547462,0.001670572,0.003589468,0.001475244,0.0001955501],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0249812,"about_ca_system_score_gemma":0.0465972,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9749703,"about_ca_topic_score_gemma":0.9878396,"domain_scores_codex":[0.9968593,0.0005365917,0.00009974981,0.0001889863,0.0007478162,0.001567551],"domain_scores_gemma":[0.9940637,0.0013298,0.000824593,0.0002043841,0.002251737,0.001325797],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00009830051,0.00009928013,0.1146402,0.0001020539,0.00002184431,0.0006000288,0.8568317,0.00004233678,0.0007953799,0.007543351,0.001792819,0.01743276],"study_design_scores_gemma":[0.000003207748,0.00002540493,0.1506101,0.0001166271,0.00001920634,0.0002683277,0.8364028,0.00005615432,0.0001680629,0.0003762967,0.01191526,0.00003848823],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9850687,0.0006066624,0.00006205099,0.001324969,0.00002508019,0.0000223863,0.0001259545,0.000004207468,0.01275983],"genre_scores_gemma":[0.9973798,0.0005601656,0.00006908804,0.0002313214,0.00001222607,0.000008180778,0.00004960343,0.000006298483,0.00168328],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02502966,"threshold_uncertainty_score":0.1812521,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2969359224","doi":"10.17212/2075-0862-2019-11.2.2-251-271","title":"Megaregions Siberia and Canada in the XX-th century: historical features of cultural variety formation","year":2019,"lang":"en","type":"article","venue":"Ideas and Ideals","topic":"Regional Socio-Economic Development Trends","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Variety (cybernetics); History; Economic geography; Geography; Regional science; Computer science; Artificial intelligence","authors":[{"name":"Oleg Donskikh","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0119360267288396,"gpt":0.2463814870269314,"spread":0.2344454602980919,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006399537,0.0002092169,0.0002753531,0.00295279,0.004944064,0.002702347,0.000639629,0.0002946494,0.00374183],"category_scores_gemma":[0.001084503,0.0001182236,0.0001583976,0.006463799,0.003029303,0.001038729,0.001798383,0.0007126667,0.0001857778],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01126735,"about_ca_system_score_gemma":0.007951471,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5728717,"about_ca_topic_score_gemma":0.7090117,"domain_scores_codex":[0.9996563,0.00006011942,0.00001616585,0.00004294943,0.00004546876,0.0001788417],"domain_scores_gemma":[0.999379,0.00008116853,0.0001245962,0.00003402888,0.0002194813,0.0001616725],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001022663,0.0001019721,0.5285482,0.000437746,0.0001603139,0.002742807,0.1990032,0.001258993,0.003727489,0.1052429,0.005119866,0.1526339],"study_design_scores_gemma":[0.00001188505,0.00003230677,0.9125507,0.0001671301,0.00003186535,0.0004597594,0.04954045,0.0003500911,0.0004805601,0.002240044,0.03411262,0.00002248345],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9655349,0.004107561,0.0001373137,0.0005947622,0.00003516908,0.000009529484,0.0002781221,0.000009716289,0.02929295],"genre_scores_gemma":[0.9974586,0.0008411567,0.00009035562,0.00002265075,0.000006047996,0.000004012354,0.000100461,0.000004659812,0.001471958],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4271283,"threshold_uncertainty_score":0.8592875,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4362672717","doi":"10.17212/2075-0862-2023-15.1.2-257-272","title":"Non-Cash Payments of Russians in Europe in the Era of Peter the Great","year":2023,"lang":"en","type":"article","venue":"Ideas and Ideals","topic":"Economic, Social, and Public Health Issues in Russia and Globally","field":"Decision Sciences","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":"Payment; Cash; Human settlement; Scholarship; Quarter (Canadian coin); Legislature; Economic history; Business; Economy; Finance; Economics; Political science; Law; History","authors":[{"name":"А. А. Балабин","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0706310022265723,"gpt":0.3847661996405242,"spread":0.3141351974139519,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001065246,0.0001633176,0.0002138154,0.0005806017,0.002823813,0.00428709,0.0002231215,0.0009962929,0.001803027],"category_scores_gemma":[0.001671601,0.0002105186,0.0001292523,0.0008752808,0.002735459,0.001816595,0.002057497,0.001292335,0.000345588],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001448719,"about_ca_system_score_gemma":0.001208421,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006122322,"about_ca_topic_score_gemma":0.00545463,"domain_scores_codex":[0.9990475,0.0003815795,0.00004556722,0.0001254368,0.0001422289,0.000257718],"domain_scores_gemma":[0.9994457,0.0001792605,0.0001913739,0.00004129513,0.00005783172,0.00008459145],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.000273074,0.00008359879,0.02797554,0.0002074499,0.00003768178,0.005468355,0.2608897,0.0002783717,0.002285981,0.6343306,0.01278237,0.05538729],"study_design_scores_gemma":[0.000031461,0.0001321195,0.1059246,0.0004610885,0.00003993657,0.004257924,0.08707717,0.0003305718,0.001348509,0.01255969,0.7877703,0.00006666268],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9063143,0.003894207,0.0003114455,0.004130284,0.0001830417,0.000006398124,0.00004189369,0.000009774814,0.08510885],"genre_scores_gemma":[0.9840623,0.001898043,0.0001445902,0.0004618837,0.00007850507,0.000003290571,0.00002246635,0.00001118833,0.01331777],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006122322,"threshold_uncertainty_score":0.01217335,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}