{"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":"264ae03a3110","filters":{"venue":"Gallaudet University Press eBooks"}},"results":[{"id":"W232179673","doi":"10.2307/j.ctv3006zgq","title":"Interpreting in Legal Settings","year":2009,"lang":"en","type":"book","venue":"Gallaudet University Press eBooks","topic":"Interpreting and Communication in Healthcare","field":"Health Professions","cited_by":159,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Computer science; Psychology","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.03645648696583521,"gpt":0.3391624020167586,"spread":0.3027059150509234,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0008786274,0.0004114057,0.0006418308,0.0003819674,0.0007372901,0.00002378054,0.001320114,0.001142469,0.000112481],"category_scores_gemma":[0.0001488849,0.0005003221,0.0001894541,0.00003325689,0.0001267948,0.00009384489,0.0008500533,0.004089989,0.00008264103],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001804187,"about_ca_system_score_gemma":0.001320572,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001645339,"about_ca_topic_score_gemma":0.0006217513,"domain_scores_codex":[0.9961768,0.001374803,0.0007375315,0.0006004355,0.0003431544,0.0007672693],"domain_scores_gemma":[0.9967862,0.0008819113,0.000722001,0.001101117,0.0003234058,0.0001853811],"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":[0.0006350143,0.00005303527,0.0004512631,0.001878857,0.0001093876,0.0003085881,0.0254567,0.00001608179,0.0000171965,0.3045846,0.6562985,0.01019075],"study_design_scores_gemma":[0.0005342663,0.00008120886,0.00005657471,0.005772287,0.00003562526,0.000003927993,0.001429204,0.000136297,0.000003552267,0.0004939343,0.991039,0.0004140913],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0002695294,0.0001684312,0.00003849522,0.0004700561,0.0003646452,0.0009276744,0.00005635196,0.0003345962,0.9973702],"genre_scores_gemma":[0.005171968,0.000101614,0.0003631924,0.001770847,0.0002278919,0.0000084331,0.00009491768,0.0000615213,0.9921996],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3347405,"threshold_uncertainty_score":0.9997448,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4383617805","doi":"10.2307/jj.4688148.38","title":"Postsecondary Education for the Deaf in Quebec","year":2009,"lang":"en","type":"book-chapter","venue":"Gallaudet University Press eBooks","topic":"Hearing Impairment and Communication","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Deaf education; Postsecondary education; Psychology; Political science; Higher education; Linguistics; Sign language; Philosophy; Law","authors":[{"name":"MIREILLE CAISSY","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0340436357656762,"gpt":0.272140344111194,"spread":0.2380967083455178,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001785838,0.0001981298,0.0001946746,0.0001550397,0.0001550977,0.00003621841,0.0006646623,0.0003369244,0.0001557137],"category_scores_gemma":[0.000005315753,0.0002001342,0.0001307999,0.000007167408,0.0000842682,0.0000528782,0.0001144922,0.0003949945,0.00002542007],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002450492,"about_ca_system_score_gemma":0.0002608479,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008022828,"about_ca_topic_score_gemma":0.008791978,"domain_scores_codex":[0.999169,0.00006325255,0.0001707543,0.0002837186,0.0001056219,0.0002076888],"domain_scores_gemma":[0.998713,0.0001776433,0.0001527431,0.0008269685,0.00007577107,0.00005387538],"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":[0.0002064379,0.00005489744,0.00001788976,0.00002160498,0.00008546493,0.000005540182,0.001787274,0.000001275563,0.000007479566,0.6968164,0.02097401,0.2800218],"study_design_scores_gemma":[0.0004830799,0.00008417783,0.002044617,0.00008679761,0.00008184452,0.000003480947,0.0002035237,0.000007461039,0.000004190695,0.001531044,0.9952615,0.0002083035],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0003197432,0.0004845045,0.00006402521,0.0003748144,0.0003039269,0.0009111174,0.0000255862,0.00006083975,0.9974554],"genre_scores_gemma":[0.005219694,0.00006597834,0.0001008746,0.000301518,0.0001066643,0.000007358984,0.00006781406,0.00002554077,0.9941046],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9742875,"threshold_uncertainty_score":0.9985828,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4383617618","doi":"10.2307/jj.4688148.36","title":"The Deaf Way of Life in Quebec","year":2009,"lang":"en","type":"book-chapter","venue":"Gallaudet University Press eBooks","topic":"Hearing Impairment and Communication","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Psychology; History; Audiology; Medicine","authors":[{"name":"ARTHUR LEBLANC","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03405835061739811,"gpt":0.2458710579649542,"spread":0.2118127073475561,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002252456,0.0001860137,0.0002752831,0.0001233893,0.0001139089,0.00001984728,0.0008184967,0.0003415895,0.00008052772],"category_scores_gemma":[0.000008911838,0.0001793355,0.0001229845,0.000008399385,0.0001736251,0.00003177878,0.0002088613,0.000446427,0.00002617462],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000124498,"about_ca_system_score_gemma":0.00009377506,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01180001,"about_ca_topic_score_gemma":0.01415737,"domain_scores_codex":[0.999008,0.0001249291,0.0002465392,0.0002285005,0.0001722889,0.0002197347],"domain_scores_gemma":[0.9985192,0.0001525382,0.0002338489,0.0009597866,0.00005929926,0.00007535649],"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":[0.0003091881,0.00004037501,0.0001208521,0.00001954639,0.00013582,0.00002752259,0.001832406,0.000002568673,0.00001261438,0.926432,0.006838193,0.06422897],"study_design_scores_gemma":[0.0005711421,0.00008154378,0.003335273,0.00009174681,0.00004143683,0.000001122596,0.0001258068,0.000004514933,0.000006691285,0.0006959836,0.994863,0.0001817701],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001666288,0.0003455374,0.0000102525,0.0001319384,0.0001086996,0.0002947579,0.000009394797,0.00004603024,0.9973871],"genre_scores_gemma":[0.02790663,0.0001508723,0.00002784904,0.00005274859,0.00003507146,7.637552e-7,0.000009667451,0.00001816625,0.9717982],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9880248,"threshold_uncertainty_score":0.9947805,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4383617714","doi":"10.2307/jj.4688148.37","title":"Quebec Education of the Deaf","year":2009,"lang":"en","type":"book-chapter","venue":"Gallaudet University Press eBooks","topic":"Hearing Impairment and Communication","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Deaf education; Psychology; Political science; Linguistics; Sign language; Philosophy","authors":[{"name":"HÉLÈNE HÉBERT","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02861056054342305,"gpt":0.2507328905495235,"spread":0.2221223300061004,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009181167,0.0001666436,0.0001883108,0.00008766611,0.0001081274,0.00001213815,0.0007840821,0.0003058085,0.0001640116],"category_scores_gemma":[0.000003533879,0.0001610194,0.0001611757,0.000007612883,0.0001291454,0.00002962141,0.0002004964,0.0003332148,0.00002380872],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001418415,"about_ca_system_score_gemma":0.0002315053,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004344148,"about_ca_topic_score_gemma":0.0009493669,"domain_scores_codex":[0.9992373,0.00009119809,0.0001582137,0.0002108912,0.0001669292,0.0001354464],"domain_scores_gemma":[0.9984293,0.00003649453,0.0002637354,0.001124671,0.00009606645,0.00004975137],"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":[0.00004999038,0.0000498356,0.00003027757,0.00001849357,0.00008010281,0.000001747443,0.001027203,5.761624e-7,0.00003042324,0.919538,0.01286083,0.0663125],"study_design_scores_gemma":[0.0002098669,0.00004619252,0.00485831,0.0001461963,0.000114944,0.000003467424,0.00007366005,9.286257e-7,0.00004207047,0.0009206741,0.9934257,0.0001580085],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0009809807,0.0001388025,0.00001132185,0.00008933008,0.0002895499,0.0003365349,0.00001124969,0.00004870693,0.9980935],"genre_scores_gemma":[0.02159398,0.00002552565,0.00005286414,0.00009391147,0.0000590862,7.047341e-7,0.00001407807,0.00001704946,0.9781428],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9805648,"threshold_uncertainty_score":0.6567081,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}