{"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":"ca868e09c7ce","filters":{"venue":"Public Voices"}},"results":[{"id":"W2580993545","doi":"10.22140/pv.116","title":"Engaging Women in Public Leadership in West Virginia","year":2016,"lang":"en","type":"article","venue":"Public Voices","topic":"Gender Politics and Representation","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Appalachia; Legislature; West virginia; State (computer science); Quarter (Canadian coin); Inclusion (mineral); Executive summary; Population; Public administration; State legislature; Political science; Sociology; Gender studies; Law; Geography; Demography; Archaeology; Business","authors":[{"name":"Karen Kunz","is_ca":false},{"name":"Carrie M. Staton","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.178592037528869,"gpt":0.3310658089430816,"spread":0.1524737714142126,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0022748,0.00007487267,0.000109792,0.0003565432,0.0001590209,0.000241949,0.0002947184,0.00007817741,0.0004231961],"category_scores_gemma":[0.0008635849,0.00005720014,0.00002369829,0.0005173158,0.0001774454,0.0008868205,0.00004297703,0.0001128457,0.0001062303],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003266985,"about_ca_system_score_gemma":0.0002550535,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003282638,"about_ca_topic_score_gemma":0.01903851,"domain_scores_codex":[0.9979963,0.0003645799,0.000191401,0.0002230228,0.0003015908,0.0009230622],"domain_scores_gemma":[0.9992918,0.0002704508,0.00006071028,0.0001283069,0.00004329821,0.00020538],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000002156183,0.00008839517,0.7950277,0.00001507948,0.00000774836,0.000005061366,0.06985816,6.827761e-7,0.0001782082,0.1106434,0.0001995132,0.02397395],"study_design_scores_gemma":[0.000865499,0.00001803966,0.6256972,0.00003717139,0.000001464663,6.975169e-7,0.2091803,0.00002506217,0.00005781822,0.01702538,0.146832,0.0002594466],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.839546,0.00008736717,0.00001953901,0.08787502,0.0002474629,0.0001175376,0.000002151621,0.00004857797,0.07205639],"genre_scores_gemma":[0.996387,0.00005036987,0.00001829376,0.0003166647,0.0001902129,0.00004928616,0.00000148374,0.000007685949,0.002978991],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1693305,"threshold_uncertainty_score":0.9988615,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2627074821","doi":"10.22140/pv.406","title":"It's a Matter of Tenure","year":2017,"lang":"en","type":"article","venue":"Public Voices","topic":"Workplace Violence and Bullying","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":"Future Earth","funders":"","keywords":"Sociology; Political science","authors":[{"name":"Larry Hubbell","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04202568502243638,"gpt":0.3421639482733713,"spread":0.3001382632509349,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005307645,0.00004600378,0.00008617173,0.00004214208,0.0008368641,0.000358475,0.0004747388,0.00005727437,0.00120159],"category_scores_gemma":[0.0002669599,0.00003813261,0.00004017232,0.00006080201,0.0003070736,0.0006800426,0.00006491836,0.00005852701,0.0002756467],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001074831,"about_ca_system_score_gemma":0.00008267133,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001661533,"about_ca_topic_score_gemma":0.001834124,"domain_scores_codex":[0.9993163,0.00003838787,0.00009302144,0.0001075462,0.0002255358,0.0002191952],"domain_scores_gemma":[0.9994078,0.00004396271,0.0001558843,0.0002570794,0.00007295569,0.00006227155],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000003176579,0.00003735636,0.9295747,0.00001793008,0.0000151995,0.000002425788,0.006984252,3.57954e-7,0.0001055989,0.006132412,0.0486528,0.008473756],"study_design_scores_gemma":[0.0001208087,0.00001068899,0.08423523,0.00007336032,0.000008230212,4.60457e-7,0.008261918,0.00000625025,0.0000938779,0.001117162,0.9059601,0.0001119166],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4250649,0.00009456926,0.000009894589,0.1092657,0.0003228637,0.00008390291,0.000002971728,0.0000265799,0.4651286],"genre_scores_gemma":[0.9939873,0.00004974171,0.00009942553,0.0006488151,0.0002559268,0.000006641169,6.332626e-7,0.000003731856,0.00494774],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8573073,"threshold_uncertainty_score":0.9997115,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2582389784","doi":"10.22140/pv.312","title":"Organization Development in Hollywood War Movies: from The Sands of Iwo Jima to G. I. Jane","year":2017,"lang":"en","type":"article","venue":"Public Voices","topic":"Military History and Strategy","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":"Canadian Forces College","funders":"","keywords":"Hollywood; Advertising; History; Media studies; Art; Art history; Visual arts; Political science; Sociology; Business","authors":[{"name":"Jay M. Shafritz","is_ca":false},{"name":"Peter Foot","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03919362287489486,"gpt":0.2916806867569717,"spread":0.2524870638820769,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006794816,0.0000625828,0.0001091649,0.00004325593,0.0008593012,0.00007929317,0.0006698557,0.00005164895,0.000537212],"category_scores_gemma":[0.0009690325,0.0000478178,0.00001500248,0.0001980148,0.0001531441,0.0004436038,0.00006423339,0.00005863755,0.00004607935],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006123417,"about_ca_system_score_gemma":0.0003296922,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01163543,"about_ca_topic_score_gemma":0.07549401,"domain_scores_codex":[0.9991485,0.0001003327,0.0001782586,0.0001516691,0.0002514645,0.0001697704],"domain_scores_gemma":[0.9993627,0.00008876358,0.0001032698,0.0002570863,0.0001179926,0.00007018965],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002122494,0.0002048371,0.5276011,0.00002307413,0.00005353633,0.000005061368,0.3906314,0.00001193239,0.0005104208,0.02947292,0.009710094,0.04175434],"study_design_scores_gemma":[0.0001738186,0.00001619713,0.4613397,0.00001908718,0.000004158811,7.339473e-8,0.01190693,0.000004757368,0.0002294607,0.0006565118,0.5255397,0.0001095898],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9496143,0.0003599513,0.00004216749,0.00680396,0.000239422,0.0001433206,0.00000868172,0.00001887168,0.04276928],"genre_scores_gemma":[0.998569,0.00006410755,0.0002601119,0.00014831,0.0001118916,0.000007876015,0.00001013379,0.000004302625,0.0008242355],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5158296,"threshold_uncertainty_score":0.9949462,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}