{"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"},"query_hash":"5a658b63acae","filters":{"venue":"Journal of Awareness"}},"results":[{"id":"W4415598030","doi":"10.26809/joa.2893","title":"Women’s shelters as the final step against violence: Cases from Turkey and the world","year":2025,"lang":"","type":"article","venue":"Journal of Awareness","topic":"Turkey's Politics and Society","field":"Social 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":"Economic shortage; Qualitative research; Diversity (politics); Comparative research; Face (sociological concept); Rural area","retraction":null,"screen_n_in":null,"score":{"opus":0.02224499095116439,"gpt":0.3170202151093965,"spread":0.2947752241582322,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.003104894,0.0003158331,0.0006921284,0.0001206656,0.002149004,0.0008442882,0.001176089,0.0001780621,0.0002275742],"category_scores_gemma":[0.0006820831,0.0001718722,0.0004561471,0.0007088949,0.002437343,0.0003261244,0.0002569936,0.0009447113,0.000005939255],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004829635,"about_ca_system_score_gemma":0.002149194,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009065269,"about_ca_topic_score_gemma":0.001075597,"domain_scores_codex":[0.9960797,0.001056806,0.000939324,0.0002838857,0.0009451904,0.0006950765],"domain_scores_gemma":[0.9946523,0.003451303,0.0008047497,0.0003531759,0.0004476262,0.0002908364],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.004437726,0.001148342,0.066134,0.0003737094,0.004963245,0.001044369,0.4978545,0.002736239,0.0001358704,0.2395412,0.06245423,0.1191766],"study_design_scores_gemma":[0.01021142,0.000403779,0.04514566,0.004122871,0.001140635,0.00007647192,0.5169284,0.002512669,0.0002524585,0.106586,0.3115821,0.001037497],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9668082,0.007074298,0.00005985955,0.01896589,0.003602767,0.0002521282,0.00005659607,0.000007861925,0.003172417],"genre_scores_gemma":[0.981847,0.009151015,0.00003645951,0.004557777,0.001277377,0.00001280223,0.000001016235,0.0000133225,0.003103167],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2491278,"threshold_uncertainty_score":0.99915,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4405888391","doi":"10.26809/joa.2520","title":"Success or failure? Vancouver’s response to the overdose crisis","year":2024,"lang":"en","type":"article","venue":"Journal of Awareness","topic":"Opioid Use Disorder Treatment","field":"Medicine","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":"Addiction; Motivational interviewing; Fentanyl; Psychology; Medicine; Public relations; Psychiatry; Political science; Psychological intervention","retraction":null,"screen_n_in":null,"score":{"opus":0.01771889915362315,"gpt":0.3303880410340921,"spread":0.312669141880469,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006329608,0.0001683347,0.0003413184,0.000278485,0.00008348808,0.000100559,0.0002252118,0.0000628597,0.0003058059],"category_scores_gemma":[0.0002706866,0.00008247409,0.0002082056,0.0005553577,0.0000203877,0.0001809126,0.00005699362,0.0002585413,0.00007266358],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002493806,"about_ca_system_score_gemma":0.00110774,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008639145,"about_ca_topic_score_gemma":0.0003446262,"domain_scores_codex":[0.9985201,0.0001175904,0.000420846,0.0001703329,0.0005545047,0.0002166397],"domain_scores_gemma":[0.9987894,0.0003199415,0.00009913054,0.0003320985,0.0002564768,0.0002030093],"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":[0.01668171,0.0006630383,0.0112439,0.0004380449,0.000974819,0.006163806,0.008334418,0.0005815541,0.002025567,0.00006289488,0.9439355,0.008894753],"study_design_scores_gemma":[0.002899852,0.002517476,0.05210208,0.001472234,0.0009125581,0.001310676,0.008292922,0.0001513572,0.006454559,0.0001702632,0.9234311,0.0002849392],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9493951,0.00181194,0.001100733,0.04448722,0.002773895,0.0002787136,0.0000201699,0.00003997694,0.00009221191],"genre_scores_gemma":[0.9954175,0.0001381206,0.0006385646,0.001179058,0.0005531952,0.00001243912,0.000001423202,0.00003776135,0.002021878],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04602242,"threshold_uncertainty_score":0.3363196,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3103337773","doi":"10.26809/joa.5.034","title":"STATISTICAL ANALYSIS OF THE INTERACTION BETWEEN GENDER ATTITUDE AND PERCEPTION OF HAPPINESS: AN APPLICATION ON UNIVERSITY STUDENTS","year":2020,"lang":"en","type":"article","venue":"Journal of Awareness","topic":"Gender Studies and Social Issues","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":"Kootenay Association for Science & Technology","funders":"","keywords":"Happiness; Inequality; Psychology; Social psychology; Cluster sampling; Stratified sampling; Perception; Normative; Gender inequality; Sample (material); Social inequality; Sociology; Demography; Political science; Mathematics","retraction":null,"screen_n_in":null,"score":{"opus":0.08911570051215202,"gpt":0.4001711707416365,"spread":0.3110554702294845,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002746132,0.00003875691,0.0002012665,0.00005249563,0.0001701088,0.00001209293,0.0001671534,0.00003416581,0.00001296662],"category_scores_gemma":[0.00004972277,0.0000298326,0.00006349392,0.000325265,0.0001008721,0.000107525,0.00003594317,0.00006753708,1.980297e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004925111,"about_ca_system_score_gemma":0.00004160836,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009100889,"about_ca_topic_score_gemma":0.0004447956,"domain_scores_codex":[0.9991745,0.0001826683,0.0001696308,0.00006824279,0.0003540727,0.00005082764],"domain_scores_gemma":[0.9993564,0.00006542308,0.0002704344,0.00004538212,0.0002103353,0.00005204245],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003706397,0.00005967265,0.9559487,0.00001282979,0.0003486618,3.9436e-7,0.03966721,0.0002639882,0.0001433981,0.000857096,0.00001999854,0.002641023],"study_design_scores_gemma":[0.0001172346,0.00006099106,0.9202289,0.000006358189,0.0004260576,3.877087e-8,0.07861126,0.00007545074,0.00001261036,0.00007982917,0.0003539697,0.00002728827],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9923362,0.00001104801,0.006926782,0.0004753814,0.00004959274,0.00005153188,0.00001276301,0.000002044711,0.0001347247],"genre_scores_gemma":[0.9997048,0.00009261486,0.00007960893,0.00001828246,0.00009530194,1.155285e-7,0.000001939607,0.000001651568,0.000005638411],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03894405,"threshold_uncertainty_score":0.1375788,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4415598054","doi":"10.26809/joa.2912","title":"Bridging borders in healthcare: A bibliometric insight into migration, health, and cultural awareness","year":2025,"lang":"","type":"article","venue":"Journal of Awareness","topic":"Global Health Workforce Issues","field":"Health Professions","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":"Bibliometrics; Bridging (networking); Theme (computing); Cultural diversity; Health care; Web of science; Health services; Refugee","retraction":null,"screen_n_in":null,"score":{"opus":0.05370865736303806,"gpt":0.4564962234089111,"spread":0.402787566045873,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","bibliometrics","sts","research_integrity"],"consensus_categories":["bibliometrics"],"category_scores_codex":[0.005236675,0.0008476333,0.002668462,0.03872598,0.002510081,0.0002658574,0.0009118569,0.0009767556,0.00005335299],"category_scores_gemma":[0.002388841,0.0007723316,0.000292395,0.07574731,0.0003524826,0.001636281,0.0004608943,0.003277563,0.0000145949],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003186073,"about_ca_system_score_gemma":0.02117575,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.06282908,"about_ca_topic_score_gemma":0.02778625,"domain_scores_codex":[0.9857939,0.003633335,0.006194004,0.0008858852,0.001388059,0.002104742],"domain_scores_gemma":[0.9888884,0.001483887,0.003927772,0.0006701424,0.003377066,0.001652678],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009476359,0.0004296514,0.8395579,0.01052704,0.0001330486,0.0001070936,0.02812641,0.0003296119,0.00001857914,0.001132763,0.01789214,0.1007981],"study_design_scores_gemma":[0.01484729,0.002864409,0.6083001,0.07020813,0.0002287502,0.0002696282,0.05776536,0.005162587,0.0001243278,0.005190748,0.2332653,0.001773348],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6718113,0.1688624,0.001633644,0.1495952,0.006549497,0.001358623,0.00002282739,0.00004162626,0.0001248],"genre_scores_gemma":[0.888403,0.09913045,0.0009836298,0.01027426,0.0006630213,0.00004072434,0.00002658421,0.00006350269,0.0004148282],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2312578,"threshold_uncertainty_score":0.9994727,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}