{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00636055,0.000658586,0.0005841444,0.001874421,0.01228852,0.02154427,0.001352635,0.005210566,0.0172],"category_scores_gemma":[0.008243143,0.000344309,0.0006201515,0.001392266,0.0372015,0.01457011,0.01416601,0.008712534,0.004475001],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004883086,"about_ca_system_score_gemma":0.009503978,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005688936,"about_ca_topic_score_gemma":0.009182838,"domain_scores_codex":[0.9919664,0.004291523,0.0002077737,0.0005944548,0.001690106,0.001249875],"domain_scores_gemma":[0.9922718,0.003408329,0.0006451157,0.000752955,0.000831652,0.002090111],"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":[0.00005456487,0.00008927775,0.00133098,0.0007310829,0.00003334854,0.000388758,0.03409526,0.0002812522,0.0007881954,0.7706411,0.08100196,0.110564],"study_design_scores_gemma":[0.00001440478,0.00005378819,0.001597317,0.001852948,0.00001723277,0.0005845592,0.0148747,0.0001479203,0.0004255807,0.2161312,0.7642584,0.00004187023],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01598358,0.08891577,0.005737101,0.2757001,0.005045602,0.00006737533,0.000120139,0.0002154715,0.6082149],"genre_scores_gemma":[0.6966799,0.08777887,0.01116857,0.09022275,0.006369602,0.0001567423,0.0001210859,0.0002926211,0.1072099],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02154427,"threshold_uncertainty_score":0.0575397,"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001535369,0.0006875094,0.0003164293,0.001749077,0.005316525,0.01062217,0.0005657692,0.001285528,0.00363209],"category_scores_gemma":[0.002024116,0.0002360404,0.0003747153,0.001432392,0.01071699,0.006774565,0.005095178,0.003724655,0.0005549962],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002365356,"about_ca_system_score_gemma":0.002341489,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00429861,"about_ca_topic_score_gemma":0.01116963,"domain_scores_codex":[0.9987379,0.0008998322,0.00002683445,0.00007377684,0.0001314478,0.0001303426],"domain_scores_gemma":[0.9992575,0.0003112231,0.0000780726,0.0001177747,0.00008748312,0.0001480217],"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":[0.0000331749,0.00002679815,0.002228637,0.0001979424,0.0000190574,0.0006484932,0.3461664,0.000756082,0.001095308,0.6095135,0.01250091,0.02681366],"study_design_scores_gemma":[0.000007260343,0.00003145117,0.002319877,0.0008085005,0.00002214173,0.00107189,0.4247695,0.000774321,0.0007156527,0.1055009,0.4639334,0.00004500122],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1449315,0.0112265,0.03398198,0.01711812,0.001823621,0.00008685271,0.0001721866,0.0001540361,0.7905052],"genre_scores_gemma":[0.9526615,0.008100679,0.01634245,0.002685907,0.0001157986,0.000127878,0.0001071278,0.0001519459,0.01970671],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01062217,"threshold_uncertainty_score":0.01716191,"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00383272,0.0008522454,0.000687857,0.001503441,0.01392746,0.009840676,0.0007888731,0.003154027,0.009795061],"category_scores_gemma":[0.003966277,0.0003247274,0.0005290734,0.0008818666,0.0198358,0.02165409,0.01226039,0.01000421,0.002215746],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005214087,"about_ca_system_score_gemma":0.006403973,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005757713,"about_ca_topic_score_gemma":0.009755289,"domain_scores_codex":[0.9969553,0.001253771,0.0001128794,0.0004018551,0.0006263284,0.0006498378],"domain_scores_gemma":[0.9969772,0.0006415297,0.0003141212,0.0004252025,0.0005278154,0.001114143],"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":[0.00007790216,0.0000696188,0.002507495,0.0001683737,0.00002437393,0.0003223417,0.05784664,0.0001724818,0.0007034784,0.8348937,0.04603622,0.05717738],"study_design_scores_gemma":[0.000004642151,0.0000549675,0.001443685,0.0003052424,0.000008888783,0.0003781146,0.02472903,0.0001095021,0.000290313,0.1696892,0.8029403,0.00004612701],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.08952535,0.07443366,0.02812186,0.2833732,0.01148947,0.0001126234,0.0003881279,0.0004859431,0.5120698],"genre_scores_gemma":[0.7514929,0.02500679,0.01670243,0.04211853,0.003572722,0.0001520297,0.0001857399,0.0004159643,0.1603529],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01392746,"threshold_uncertainty_score":0.03783095,"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003348109,0.0003828886,0.000409677,0.0004838257,0.007662208,0.004168736,0.0004964962,0.001830762,0.00255685],"category_scores_gemma":[0.00418578,0.0003458032,0.0002802855,0.0005964888,0.007551729,0.00636617,0.005601597,0.004949594,0.0004376269],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001676074,"about_ca_system_score_gemma":0.003870656,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003818442,"about_ca_topic_score_gemma":0.008803974,"domain_scores_codex":[0.9984681,0.001004415,0.00005347942,0.00008340109,0.0001738526,0.0002167034],"domain_scores_gemma":[0.9980254,0.0005734263,0.0001785417,0.00009147274,0.0002276102,0.0009035468],"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":[0.00006244671,0.000208913,0.01926897,0.0006056254,0.0000495971,0.002629058,0.7101051,0.000157518,0.0023254,0.0453451,0.05178631,0.167456],"study_design_scores_gemma":[0.00002594121,0.000205248,0.01349769,0.001195188,0.0000419114,0.002435065,0.6620924,0.0001033657,0.00100213,0.02671804,0.2925846,0.00009829798],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.6236997,0.05594407,0.01494495,0.207541,0.003336894,0.0002400346,0.0001426842,0.0003025127,0.09384815],"genre_scores_gemma":[0.9364232,0.031658,0.009431142,0.01127464,0.0002675897,0.0001953237,0.00005897171,0.00006183903,0.01062928],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.007662208,"threshold_uncertainty_score":0.01770669,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}