{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":3,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":3,"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":"05cbf8759803","filters":{"venue":"International Journal for Quality Research"}},"results":[{"id":"W2921463983","doi":"10.24874/ijqr13.01-09","title":"COMPARATIVE ANALYSIS OF STUDENTS’ QUALITY OF LIFE IN POLAND AND RUSSIA","year":2019,"lang":"en","type":"article","venue":"International Journal for Quality Research","topic":"Social Issues in Poland","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Saint petersburg; Descriptive statistics; Subject (documents); Quality (philosophy); Quarter (Canadian coin); Psychology; Mathematics education; Quality of life (healthcare); Questionnaire; Medical education; Social science; Russian federation; Computer science; Library science; Sociology; Geography; Statistics; Regional science; Mathematics; Medicine","authors":[{"name":"Mariusz Grabowski","is_ca":false},{"name":"Anna Kovaleva","is_ca":false},{"name":"Sylwia Wiśniewska","is_ca":false},{"name":"Robert Szydło","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.4026174320593646,"gpt":0.6710477230722759,"spread":0.2684302910129113,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0155487,0.00005898009,0.0004824107,0.0006528777,0.0001246003,0.0001104328,0.0006764657,0.0000805014,0.0002178144],"category_scores_gemma":[0.002741466,0.00005459701,0.0001774489,0.0006800315,0.0004523132,0.0001915169,0.0001278158,0.0002758274,0.000003243206],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001988477,"about_ca_system_score_gemma":0.000279843,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01762423,"about_ca_topic_score_gemma":0.01108936,"domain_scores_codex":[0.9948642,0.001725196,0.0007368841,0.000150638,0.002297507,0.0002256247],"domain_scores_gemma":[0.9951546,0.002898273,0.0003459781,0.0001038964,0.001373137,0.0001241553],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004046547,0.0001556187,0.9021606,0.00001494982,0.0009066336,4.980007e-7,0.03181006,0.00001816418,0.0003335595,0.06395517,0.00008278086,0.0001572456],"study_design_scores_gemma":[0.001009752,0.00006308768,0.9629264,0.00003093779,0.00002409413,1.469996e-7,0.02644961,0.00005328273,0.00006428731,0.007343684,0.001967393,0.0000672851],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9930173,0.0002418541,0.00004057742,0.001286756,0.0002996667,0.0002538506,0.0000851922,0.000002668738,0.004772171],"genre_scores_gemma":[0.9988647,0.0001747239,0.0001169848,0.00002604872,0.000130507,0.000004917203,0.000007108765,0.000002984727,0.0006720592],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06076578,"threshold_uncertainty_score":0.9889175,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4391740027","doi":"10.24874/ijqr18.01-04","title":"VALIDATING IoT-RELATED ISO 10001 HAND HYGIENE PRIVACY CODES IN HEALTHCARE","year":2024,"lang":"en","type":"article","venue":"International Journal for Quality Research","topic":"Quality and Safety in Healthcare","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"Consejo Nacional de Ciencia, Tecnología e Innovación Tecnológica; Natural Sciences and Engineering Research Council of Canada; Alberta Health Services","keywords":"Hygiene; Health care; Internet of Things; Internet privacy; Computer security; Computer science; Business; Medicine; Political science","authors":[{"name":"María Belén Ortiz","is_ca":false},{"name":"Stanislav Karapetrović","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.5045513596733903,"gpt":0.6749199316619312,"spread":0.1703685719885409,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0312787,0.0002054998,0.000440953,0.0009884989,0.001962278,0.000341867,0.001031699,0.0004504434,0.0007434663],"category_scores_gemma":[0.006101129,0.0001837049,0.0002825074,0.0007506144,0.0002316884,0.0003708227,0.0003527857,0.00481045,0.0003903549],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002212213,"about_ca_system_score_gemma":0.0026735,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005468042,"about_ca_topic_score_gemma":0.001888128,"domain_scores_codex":[0.9877635,0.006025331,0.002297335,0.0005281132,0.00213297,0.001252788],"domain_scores_gemma":[0.9858111,0.009759624,0.0002731568,0.0003360319,0.003406407,0.0004137502],"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":[0.002044343,0.0004536808,0.09142004,0.005293374,0.0006278272,0.0004384561,0.06703081,0.000162803,0.002062022,0.6995403,0.02530281,0.1056236],"study_design_scores_gemma":[0.004247603,0.0005634328,0.03525097,0.008694124,0.0000178777,0.0001719759,0.0242178,0.004777215,0.0003692503,0.4359146,0.4851389,0.0006362695],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6861871,0.003071856,0.0013878,0.2978608,0.007608128,0.001575807,0.0005401282,0.0001211861,0.001647132],"genre_scores_gemma":[0.9890537,0.0007091452,0.0008159249,0.001144234,0.00180039,0.0002200027,0.000160791,0.00005668995,0.006039133],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4598361,"threshold_uncertainty_score":0.999337,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4407372491","doi":"10.24874/ijqr19.01-03","title":"IMPROVING QUALITY THROUGH INNOVATIONS: THE ROLE OF VENTURE FINANCING AND HR SUPPORT","year":2025,"lang":"en","type":"article","venue":"International Journal for Quality Research","topic":"Private Equity and Venture Capital","field":"Business, Management and Accounting","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":"Business; Venture capital; Quality (philosophy); Finance; Social venture capital","authors":[{"name":"Doston T. Turgunov","is_ca":false},{"name":"Bahtiyor Zulfiqor o'g'li G'aniev","is_ca":false},{"name":"Bekzod Sharifjon o'g'li Rahmonov","is_ca":false},{"name":"Ozodbek Alijon o'g'li Suvpulatov","is_ca":false},{"name":"Dilafruz Nasirkhodjaeva","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1210068675069933,"gpt":0.4617553127609872,"spread":0.3407484452539939,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006350249,0.00008692191,0.0001544289,0.000270391,0.0004742199,0.0004898633,0.0006577314,0.00006973536,0.00005277226],"category_scores_gemma":[0.003340804,0.00006519361,0.0001230487,0.0004005471,0.000166781,0.0009175238,0.0004816772,0.0004982921,0.000006065221],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008142513,"about_ca_system_score_gemma":0.0001492028,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006007475,"about_ca_topic_score_gemma":0.00005404107,"domain_scores_codex":[0.9982179,0.00007307349,0.0005684453,0.0001681672,0.0007324815,0.0002398773],"domain_scores_gemma":[0.9971734,0.0005055808,0.0003086249,0.0001629185,0.001840591,0.000008832713],"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":[0.0002164849,0.00009466086,0.007550381,0.0001558663,0.0001253627,0.000002017204,0.0002792301,0.00001191911,0.003424837,0.9353414,0.003573581,0.04922422],"study_design_scores_gemma":[0.0009481311,0.00002810941,0.02001085,0.0001503947,0.00002040622,0.000007836388,0.003347668,0.001241659,0.001542191,0.7036626,0.2689056,0.0001345212],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9348074,0.001400061,0.013979,0.03560514,0.002363086,0.0006279586,0.00004653571,0.00003411033,0.01113675],"genre_scores_gemma":[0.9973006,0.00005098338,0.0002891313,0.001001084,0.0008062073,0.00001924341,0.00002809191,0.000007378799,0.0004973416],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2653321,"threshold_uncertainty_score":0.4723763,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}