{"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":"296253272c29","filters":{"venue":"Духовність особистості методологія теорія і практика"}},"results":[{"id":"W4401077855","doi":"10.33216/2220-6310/2024-109-2-205-220","title":"THE ROLE OF THE ARTS IN ENHANCING EDUCATION, CULTURE, COMPASSION, AND COMING TO GRIPS WITH THE CHALLENGES OF THE PRESENT AND THE FUTURE","year":2024,"lang":"en","type":"article","venue":"Духовність особистості методологія теорія і практика","topic":"Educational Methods and Outcomes","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":"Science World at Telus World of Science","funders":"","keywords":"The arts; Compassion; Mythology; Arts in education; Natural (archaeology); Aesthetics; Sociology; Visual arts; History; Political science; Art; Literature; Law","authors":[{"name":"Paul D. Schafer","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01446458176972296,"gpt":0.3408174777082817,"spread":0.3263528959385588,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.002822308,0.0002051401,0.0002831273,0.00005226312,0.001392735,0.0001951796,0.0008428521,0.0000971196,0.00001225145],"category_scores_gemma":[0.000371581,0.00006974866,0.0001108174,0.0006558088,0.001282642,0.0001373508,0.0002671798,0.0004246066,0.000001393675],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006836749,"about_ca_system_score_gemma":0.000543982,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001060394,"about_ca_topic_score_gemma":0.009323962,"domain_scores_codex":[0.99723,0.001075083,0.0004022487,0.0003181913,0.0006505731,0.0003239276],"domain_scores_gemma":[0.9968792,0.002048621,0.0002210687,0.000562121,0.000202401,0.00008663656],"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":[0.00006029329,0.00007771843,0.01000045,0.00009375546,0.00007961807,2.583511e-7,0.1364914,0.00002463849,0.0002414127,0.7936485,0.007941233,0.0513407],"study_design_scores_gemma":[0.0002991954,0.0000343063,0.1469436,0.0005452923,0.0000827195,0.000009260592,0.2420534,0.00005632177,0.001093179,0.06570623,0.542989,0.0001875243],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.3445246,0.1192107,0.00005867586,0.5137942,0.002550784,0.002405501,0.00001581462,0.00004219047,0.01739759],"genre_scores_gemma":[0.994423,0.002120589,0.0003053069,0.0006573665,0.0008627839,0.000116496,5.264162e-7,0.00002023266,0.001493754],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7279423,"threshold_uncertainty_score":0.9999073,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4405871568","doi":"10.33216/2220-6310/2024-110-3-213-244","title":"Creating portraits of the cultures of countries in the holistic sense to enhance well-being and come to grips with the world’s most difficult problems","year":2024,"lang":"en","type":"article","venue":"Духовність особистості методологія теорія і практика","topic":"Central Asia Education and Culture","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":"Science World at Telus World of Science","funders":"","keywords":"Portrait; Sense (electronics); Sociology; Art; Engineering; Visual arts","authors":[{"name":"Paul D. Schafer","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.00880953720222095,"gpt":0.3034250494867713,"spread":0.2946155122845504,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001079687,0.0002723964,0.0003281949,0.0001072984,0.0006824535,0.0003283483,0.0005979077,0.00009242669,0.0001211241],"category_scores_gemma":[0.0003059825,0.000126113,0.00008206783,0.002293625,0.0005722956,0.0001810553,0.0001012132,0.0004015188,0.00001684082],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001112564,"about_ca_system_score_gemma":0.0003138246,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001716329,"about_ca_topic_score_gemma":0.03073407,"domain_scores_codex":[0.9973665,0.0003590683,0.0004771562,0.000423606,0.0008546484,0.000519047],"domain_scores_gemma":[0.9985328,0.0005295325,0.0001747804,0.0003766743,0.0002386337,0.0001475465],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001012761,0.0002669435,0.01490537,0.0004680914,0.0001143843,0.00002351792,0.7312233,0.0008305443,0.004399843,0.1736266,0.07183468,0.002205512],"study_design_scores_gemma":[0.0004587239,0.0002313833,0.1938031,0.002343013,0.0002357638,0.00005772835,0.2076076,0.0000811242,0.005699516,0.002560621,0.5860727,0.0008487751],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9176399,0.0008913905,0.00004793402,0.05141529,0.0003818166,0.001692238,0.00004470136,0.00006345346,0.02782332],"genre_scores_gemma":[0.9885683,0.0000782063,0.0001042692,0.002453248,0.0002464699,0.00008364741,0.000006035025,0.00002185493,0.008437953],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5236157,"threshold_uncertainty_score":0.9869525,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4315884122","doi":"10.33216/2220-6310/2022-104-2-223-237","title":"A TALE OF TWO AGES AND THE QUEST TO CREATE A PEACEFUL, HARMONIOUS, EQUITABLE, SUSTAINABLE AND SPIRITUAL WORLD","year":2023,"lang":"en","type":"article","venue":"Духовність особистості методологія теорія і практика","topic":"Global Economic and Social Development","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Science World at Telus World of Science","funders":"","keywords":"Mistake; Indigenous; Environmental ethics; Political science; Sociology; History; Development economics; Law","authors":[{"name":"Paul D. Schafer","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02148749080742389,"gpt":0.2378405720710327,"spread":0.2163530812636088,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002346208,0.0003949143,0.001030815,0.0005708616,0.0005137289,0.0002880016,0.0004507295,0.0001239223,0.000207734],"category_scores_gemma":[0.000344134,0.0003758408,0.0001591146,0.001064505,0.0005286406,0.0003626219,0.0008432888,0.000255206,0.0004882652],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002028395,"about_ca_system_score_gemma":0.00008990362,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003759453,"about_ca_topic_score_gemma":0.000524428,"domain_scores_codex":[0.9968356,0.00006877381,0.001047653,0.0008187646,0.0001071084,0.001122102],"domain_scores_gemma":[0.9984375,0.0002572315,0.0003979419,0.0004969664,0.00009708427,0.0003132387],"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":[0.0001467733,0.00006969186,0.03315251,0.0001476034,0.0002030778,0.00004068986,0.003865095,0.0001005556,0.00002696211,0.9292378,0.03169297,0.001316262],"study_design_scores_gemma":[0.009868247,0.0003153614,0.2024254,0.0001524957,0.00009938634,0.00003568643,0.005574021,0.001711452,0.0002091227,0.3380018,0.4398767,0.001730422],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8850518,0.006186269,0.0003306278,0.00896129,0.0005558834,0.001559289,0.0002829891,0.0002301983,0.09684163],"genre_scores_gemma":[0.9499287,0.001190114,0.0005112903,0.001118078,0.000155884,0.0001494609,0.00003020277,0.00006228439,0.04685402],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.591236,"threshold_uncertainty_score":0.9998693,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4387809380","doi":"10.33216/2220-6310/2023-106-2-238-253","title":"CULTIVATING SPIRITUALITY WHEN AND WHERE IT IS NEEDED MOST: CHILDREN, PARENTS, HOMES, AND FAMILIES","year":2023,"lang":"en","type":"article","venue":"Духовність особистості методологія теорія і практика","topic":"Diverse Education Studies and Reforms","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":"Science World at Telus World of Science","funders":"","keywords":"Spirituality; Happiness; Harmony (color); Psychology; The arts; Environmental ethics; Sociology; Social psychology; Political science; Law; Medicine","authors":[{"name":"Paul D. Schafer","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03398421337948659,"gpt":0.3248889042544607,"spread":0.2909046908749741,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.001149188,0.0004258941,0.0005600395,0.0002600481,0.002323933,0.0004518419,0.0004062826,0.0002775878,0.0004730202],"category_scores_gemma":[0.0003950463,0.000354431,0.0001236249,0.000981273,0.000976445,0.0006523267,0.0005135518,0.0003385477,0.0002321785],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001361258,"about_ca_system_score_gemma":0.0002154211,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01359203,"about_ca_topic_score_gemma":0.002084822,"domain_scores_codex":[0.9965672,0.000190617,0.0005753803,0.0008264426,0.000837264,0.001003036],"domain_scores_gemma":[0.9984195,0.0002364302,0.0002573695,0.000409848,0.0002332957,0.0004436225],"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":[0.00002141586,0.0001034216,0.3491815,0.0001017272,0.0002002561,0.000007259893,0.09179102,0.000001848019,0.00005050822,0.004593241,0.5275074,0.02644039],"study_design_scores_gemma":[0.001106929,0.00007102571,0.1740928,0.000171532,0.00007380499,0.000005884715,0.3087987,0.00002955435,0.00005954924,0.004132992,0.510705,0.0007522386],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.908363,0.00216483,0.00001655325,0.04125849,0.001155887,0.0008696899,0.0001784413,0.000592105,0.04540097],"genre_scores_gemma":[0.9307811,0.02274629,0.0005950835,0.006845306,0.001398424,0.0001089982,0.0001476064,0.0001005643,0.03727658],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2170077,"threshold_uncertainty_score":0.9998907,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}