{"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":"92c8c32ce5ad","filters":{"venue":"Creativity Studies"}},"results":[{"id":"W2779701294","doi":"10.3846/23450479.2017.1365778","title":"CREATIVE METHODS IN TRANSFORMING EDUCATION USING HUMAN RESOURCES / KŪRYBINIAI METODAI PERTVARKANT ŠVIETIMĄ PASITELKUS ŽMOGIŠKUOSIUS IŠTEKLIUS","year":2017,"lang":"en","type":"article","venue":"Creativity Studies","topic":"EFL/ESL Teaching and Learning","field":"Arts and Humanities","cited_by":23,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"","keywords":"Autonomy; Learner autonomy; Bachelor; Perception; Psychology; Pedagogy; Control (management); Mathematics education; Language education; Political science; Computer science","authors":[{"name":"Musarat Yasmin","is_ca":false},{"name":"Ayesha Sohail","is_ca":false},{"name":"Mela Sarkar","is_ca":true},{"name":"Rizwana HAFEEZ","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2390878461360655,"gpt":0.4846971870851695,"spread":0.2456093409491039,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003327018,0.0004040162,0.0002578687,0.001771951,0.002022127,0.005630914,0.0006964029,0.0005664874,0.008932769],"category_scores_gemma":[0.002093338,0.0002271304,0.000350105,0.001353797,0.003799313,0.002854812,0.004028962,0.0007307255,0.000926398],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001441314,"about_ca_system_score_gemma":0.003229728,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000992484,"about_ca_topic_score_gemma":0.002252719,"domain_scores_codex":[0.9980557,0.001066245,0.0001086127,0.0001904867,0.0004071517,0.0001718101],"domain_scores_gemma":[0.9988458,0.000677975,0.0001124764,0.0001296039,0.00009250524,0.000141508],"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":[0.0001499178,0.0005909193,0.006384991,0.001396389,0.00003520841,0.001286086,0.07705767,0.001395587,0.004937799,0.2245951,0.005127772,0.6770426],"study_design_scores_gemma":[0.0001711702,0.000707501,0.02514496,0.00290103,0.0001133937,0.002862668,0.15927,0.00401713,0.01096109,0.1738859,0.6198487,0.0001164015],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3940348,0.02272945,0.1247274,0.006701718,0.0007359147,0.001021802,0.0001538837,0.0003280764,0.4495669],"genre_scores_gemma":[0.8827407,0.006185624,0.07023754,0.0003039378,0.00007113464,0.0004380514,0.00005789915,0.00007189865,0.03989327],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.008932769,"threshold_uncertainty_score":0.02988309,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2893063000","doi":"10.3846/cs.2018.5509","title":"CREATIVE MARGINALIZATION OF GENDER: A DISCOURSE ANALYSIS OF ADVERTISEMENTS IN PAKISTANI NEWSPAPERS","year":2018,"lang":"en","type":"article","venue":"Creativity Studies","topic":"Media, Gender, and Advertising","field":"Social Sciences","cited_by":19,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"","keywords":"Newspaper; Diversity (politics); Advertising; Creative industries; Mass media; Sample (material); Content analysis; Sociology; Political science; Gender studies; Psychology; Social science; Business","authors":[{"name":"Musarat Yasmin","is_ca":false},{"name":"Farhat Naseem","is_ca":true},{"name":"Malik Hassan Raza","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1066298989513427,"gpt":0.448263211235587,"spread":0.3416333122842443,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004696723,0.0005361312,0.0004465569,0.0019716,0.007437185,0.007187889,0.0005011948,0.0009984381,0.002001364],"category_scores_gemma":[0.008508872,0.0003063047,0.0002003658,0.00167967,0.009363725,0.003986693,0.002778901,0.00169371,0.0001443097],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003809772,"about_ca_system_score_gemma":0.001997267,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004919811,"about_ca_topic_score_gemma":0.007628592,"domain_scores_codex":[0.9970948,0.001831102,0.0001102391,0.0002553726,0.0004138427,0.000294691],"domain_scores_gemma":[0.984529,0.01323159,0.001037818,0.0002104193,0.0005945639,0.000396652],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000031217,0.00001843646,0.002541217,0.00006127119,0.00000287399,0.0004028114,0.9901537,0.000007295342,0.0006736116,0.002299182,0.0001858752,0.003622513],"study_design_scores_gemma":[0.000003834275,0.00002332685,0.007860928,0.000128539,0.000008994564,0.0002350211,0.9820554,0.0000746117,0.0005307461,0.0006146529,0.00845226,0.00001175197],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9845301,0.0006449224,0.0004955584,0.001223676,0.00004179972,0.00001958495,0.00003047408,0.000004214723,0.01300968],"genre_scores_gemma":[0.9983525,0.0003358951,0.0001612937,0.0001400322,0.00002941332,0.00001236007,0.00001350453,0.000005064092,0.0009499844],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007437185,"threshold_uncertainty_score":0.02764189,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4295242395","doi":"10.3846/cs.2022.14489","title":"THE ELEMENTS OF MAKING: A SOCIAL PRACTICE PERSPECTIVE FOR EVERYDAY CREATORS","year":2022,"lang":"en","type":"article","venue":"Creativity Studies","topic":"Creativity in Education and Neuroscience","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Toronto Metropolitan University","funders":"European Commission","keywords":"Creativity; Tying; Perspective (graphical); Social practice; Everyday life; Sociology; Making-of; Psychology; Engineering ethics; Social psychology; Epistemology; Computer science; Engineering; Management","authors":[{"name":"Isabelle Risner","is_ca":false},{"name":"David Gauntlett","is_ca":true},{"name":"Mary Kay Culpepper","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1589397242961518,"gpt":0.5241614520248501,"spread":0.3652217277286983,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01105248,0.001151093,0.0006004099,0.003770031,0.01192353,0.01620524,0.002564307,0.005837946,0.003817866],"category_scores_gemma":[0.01048652,0.0004551861,0.0009364474,0.001981879,0.1050362,0.01520112,0.0095709,0.007294387,0.0004356847],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005665738,"about_ca_system_score_gemma":0.004414286,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002290769,"about_ca_topic_score_gemma":0.002580164,"domain_scores_codex":[0.983874,0.01347843,0.000225662,0.0007718541,0.0008512181,0.0007988466],"domain_scores_gemma":[0.9871882,0.009390673,0.000817486,0.001121806,0.0005508472,0.0009309431],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001556165,0.00006961597,0.0009205843,0.0001096612,0.000009214042,0.0004284398,0.4792919,0.000271882,0.0005126211,0.5086642,0.0007289502,0.008977365],"study_design_scores_gemma":[0.00002705898,0.0001196892,0.001092269,0.0003812496,0.00001779174,0.0008924334,0.4259246,0.0008302531,0.0005906361,0.4734935,0.09659715,0.00003333772],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.283833,0.007344101,0.1454938,0.08929231,0.001045504,0.0003456789,0.00005148614,0.0001671074,0.472427],"genre_scores_gemma":[0.9786094,0.001282547,0.01268587,0.001194719,0.000176943,0.000161426,0.00001102932,0.00004685162,0.005831187],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01620524,"threshold_uncertainty_score":0.05845183,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4415102283","doi":"10.3846/cs.2025.20714","title":"Artificial intelligence in aesthetic situation management: new solutions supporting or substituting an art creator","year":2025,"lang":"en","type":"article","venue":"Creativity Studies","topic":"Aesthetic Perception and Analysis","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Artificial Intelligence in Medicine (Canada)","funders":"","keywords":"Aesthetic experience; Aesthetic theory; Applications of artificial intelligence; Component (thermodynamics)","authors":[{"name":"Michał Szostak","is_ca":false},{"name":"Artur Modliński","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1878964140255049,"gpt":0.4156390674359604,"spread":0.2277426534104555,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004213469,0.0007388445,0.0004229836,0.002195346,0.0023383,0.009303418,0.001786086,0.002333609,0.004622156],"category_scores_gemma":[0.004650941,0.0003375298,0.0008173823,0.001715473,0.006606353,0.008404755,0.005376002,0.002608723,0.0009150203],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002395361,"about_ca_system_score_gemma":0.00389826,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009280719,"about_ca_topic_score_gemma":0.001601961,"domain_scores_codex":[0.9965711,0.001671342,0.0002068185,0.0004284261,0.0008190274,0.0003032975],"domain_scores_gemma":[0.9973423,0.001169523,0.0004483807,0.0003141341,0.0003905717,0.0003351388],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001293618,0.0002676155,0.004217416,0.002328702,0.00008575673,0.000734987,0.02604912,0.002648925,0.003190818,0.4620619,0.00943899,0.4888463],"study_design_scores_gemma":[0.00004397757,0.0002024578,0.006697703,0.003070305,0.0001262982,0.001383133,0.04661687,0.009645847,0.002300579,0.6624445,0.2673338,0.0001344715],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.09093575,0.04952098,0.2682713,0.05244014,0.002246897,0.0005660719,0.00009243597,0.0006579864,0.5352684],"genre_scores_gemma":[0.7925689,0.02299702,0.1603818,0.003331166,0.0005667662,0.0003786338,0.0001310928,0.0001061221,0.01953855],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.009303418,"threshold_uncertainty_score":0.0222832,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}