{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":8,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":8,"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":"b022f6ed3d64","filters":{"venue":"Business and Professional Communication Quarterly"}},"results":[{"id":"W2339386900","doi":"10.1177/2329490615614840","title":"The Flipped Class","year":2015,"lang":"en","type":"article","venue":"Business and Professional Communication Quarterly","topic":"Innovative Teaching Methods","field":"Social Sciences","cited_by":26,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Mount Royal University","funders":"","keywords":"Flipped classroom; Class (philosophy); Blended learning; Flipped learning; Mathematics education; Teaching method; Business communication; Computer science; Higher education; Pedagogy; Educational technology; Psychology; Artificial intelligence","retraction":null,"screen_n_in":null,"score":{"opus":0.09088303136491235,"gpt":0.4153578541201586,"spread":0.3244748227552463,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.004706224,0.00007117722,0.00008585015,0.00003343936,0.00214421,0.0001317603,0.0004422248,0.00007192815,0.00001286696],"category_scores_gemma":[0.0005114686,0.00004716161,0.00001380532,0.00037401,0.0004593797,0.0002448998,0.00006028714,0.0002348653,0.00001724583],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004550773,"about_ca_system_score_gemma":0.0003231427,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008879135,"about_ca_topic_score_gemma":0.0008230009,"domain_scores_codex":[0.9971958,0.002047369,0.0001841343,0.00009897179,0.0003077132,0.0001660437],"domain_scores_gemma":[0.9980083,0.0007494271,0.0001265129,0.0003655122,0.0006791898,0.0000711091],"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":[0.0000499283,0.00004202297,0.001729508,0.000004311895,0.000007788277,2.417571e-7,0.02976045,4.089974e-7,0.00006073941,0.8220143,0.008214851,0.1381155],"study_design_scores_gemma":[0.0003886613,0.00003368956,0.06474138,0.00005143846,0.000005464992,0.000001360589,0.03511237,0.00007385729,0.000004020027,0.09051431,0.8089312,0.000142246],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5044973,0.003838033,0.005384889,0.305505,0.002877667,0.001036239,0.000007562076,0.0003362335,0.176517],"genre_scores_gemma":[0.9897387,0.00007776176,0.00377009,0.0003844641,0.000125324,0.00004527358,0.00001137941,0.000008133083,0.005838856],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8007163,"threshold_uncertainty_score":0.9991549,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3189617174","doi":"10.1177/23294906211025498","title":"An Ecolinguistic Discourse Approach to Teaching Environmental Sustainability: Analyzing Chief Executive Officer Letters to Shareholders","year":2021,"lang":"en","type":"article","venue":"Business and Professional Communication Quarterly","topic":"Discourse Analysis in Language Studies","field":"Arts and Humanities","cited_by":10,"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":"Discourse analysis; Shareholder; Sustainability; Curriculum; Officer; Sociology; Vocabulary; Critical discourse analysis; Public relations; Representation (politics); Pedagogy; Ideology; Linguistics; Business; Political science; Corporate governance","retraction":null,"screen_n_in":null,"score":{"opus":0.01826011572241622,"gpt":0.2976023444720346,"spread":0.2793422287496184,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0004176569,0.0002279245,0.0002953371,0.0001651033,0.00141072,0.0003481408,0.0003592605,0.0000352598,0.000217025],"category_scores_gemma":[0.000107695,0.0001972532,0.00006445924,0.0001156522,0.0002520947,0.0003865091,0.0001892253,0.0002540863,0.00001201716],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009403074,"about_ca_system_score_gemma":0.00006958475,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003490058,"about_ca_topic_score_gemma":0.0006890234,"domain_scores_codex":[0.9982857,0.0004095323,0.0003302106,0.0004336066,0.0002669294,0.0002740071],"domain_scores_gemma":[0.9986574,0.0001230997,0.0001122561,0.000748013,0.0002175358,0.0001416704],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001792783,0.002792805,0.003561751,0.0002503573,0.0004444532,0.0000252858,0.7271332,0.0008561175,0.001042578,0.2017261,0.006637317,0.05535078],"study_design_scores_gemma":[0.0006217908,0.0001494266,0.04716976,0.0003405282,0.000271124,0.000008031314,0.9056792,0.0006818624,0.00001353169,0.001761353,0.04239105,0.0009123244],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9688768,0.0008042849,0.001962598,0.01284506,0.0002774997,0.0006132345,0.0001311576,0.00007834846,0.01441102],"genre_scores_gemma":[0.9942296,0.00001053534,0.001443834,0.001333768,0.0002453615,0.0001469042,0.0004425667,0.00002684577,0.002120564],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1999647,"threshold_uncertainty_score":0.9998893,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3170724186","doi":"10.1177/23294906211012398","title":"Instructor Evaluation of Business Student Writing: Does Language Play a Role?","year":2021,"lang":"en","type":"article","venue":"Business and Professional Communication Quarterly","topic":"Discourse Analysis in Language Studies","field":"Arts and Humanities","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Collège de Maisonneuve; Concordia University","funders":"","keywords":"Sophistication; Second language writing; Business communication; Discipline; Psychology; Lexical diversity; Academic writing; Diversity (politics); Linguistics; Mathematics education; Second language; Vocabulary; Sociology","retraction":null,"screen_n_in":null,"score":{"opus":0.02875694063148821,"gpt":0.3289887356443731,"spread":0.3002317950128849,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006616134,0.0001516109,0.0002795387,0.000100379,0.0004633496,0.0001388801,0.0002441201,0.00004469277,0.001345587],"category_scores_gemma":[0.00008773328,0.000106767,0.00004842709,0.0001729523,0.0002814849,0.0003260392,0.0001301857,0.000121777,0.000006276013],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002233342,"about_ca_system_score_gemma":0.0001547146,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003427054,"about_ca_topic_score_gemma":0.003065294,"domain_scores_codex":[0.9982557,0.0004065665,0.0004196314,0.0002050441,0.0005813858,0.0001316967],"domain_scores_gemma":[0.9966022,0.0001522984,0.0002700608,0.000529936,0.002414111,0.0000313391],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00007071952,0.0009766928,0.005373884,0.0003404293,0.000492233,0.000007225935,0.5822154,0.00002189802,0.00209589,0.2505129,0.0005029268,0.1573898],"study_design_scores_gemma":[0.001405244,0.00003452732,0.1868853,0.0007397125,0.0004183509,0.000006808049,0.7974271,0.0002699867,0.0001979513,0.007960405,0.0042846,0.0003699701],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9720979,0.006991867,0.000008855975,0.001580311,0.0003152946,0.0001879328,0.00004991892,0.00002951051,0.01873843],"genre_scores_gemma":[0.997592,0.0001349676,0.0001889548,0.00009381043,0.0001843905,0.00007588179,0.0002316038,0.00001439237,0.001483993],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2425525,"threshold_uncertainty_score":0.9995673,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4391682110","doi":"10.1177/23294906231226212","title":"Accent Bias Training in Undergraduate Human Resource Management Education","year":2024,"lang":"en","type":"article","venue":"Business and Professional Communication Quarterly","topic":"EFL/ESL Teaching and Learning","field":"Arts and Humanities","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Concordia University; Simon Fraser University; University of Calgary","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Stress (linguistics); Training (meteorology); Psychology; Higher education; Mathematics education; Pedagogy; Linguistics; Political science; Geography","retraction":null,"screen_n_in":null,"score":{"opus":0.07976802346350066,"gpt":0.3293141483523174,"spread":0.2495461248888168,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005753623,0.0001240691,0.0001206142,0.0002304787,0.0006646123,0.0003786869,0.0001914232,0.00003853277,0.0001421762],"category_scores_gemma":[0.000006864115,0.0001047591,0.00002723624,0.0001109969,0.0000915393,0.0002932308,0.00004801319,0.000347422,0.00002388358],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003687282,"about_ca_system_score_gemma":0.00007462532,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003875837,"about_ca_topic_score_gemma":0.0006066636,"domain_scores_codex":[0.99893,0.0003006763,0.0002731823,0.0001979794,0.0001510309,0.0001471041],"domain_scores_gemma":[0.9994462,0.0001264633,0.00006872346,0.0002681957,0.0000547098,0.00003572462],"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":[0.000008217827,0.0000706256,0.0001274974,0.0001668083,0.00001319754,0.000001643358,0.07214025,0.000004700109,0.00001024223,0.6881387,0.002027678,0.2372904],"study_design_scores_gemma":[0.000262648,0.00004364442,0.01260952,0.002305727,0.0000219678,0.000004761336,0.09188455,0.0003032014,6.638919e-7,0.04255746,0.8497608,0.0002450218],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6513522,0.007778473,0.0001273965,0.02927203,0.001297361,0.0006319952,0.000008922527,0.0004104224,0.3091211],"genre_scores_gemma":[0.9778402,0.00007093444,0.000153451,0.0002624038,0.0001598119,0.00007822851,0.0001490987,0.00002036967,0.02126543],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8477331,"threshold_uncertainty_score":0.5111728,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4386741922","doi":"10.1177/23294906231191729","title":"Graphs Usage for Impression Management Purposes: The Case of Canadian Oil and Gas Corporations","year":2023,"lang":"en","type":"article","venue":"Business and Professional Communication Quarterly","topic":"Corporate Identity and Reputation","field":"Business, Management and Accounting","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Impression management; Impression; Context (archaeology); Impression formation; Corporate social responsibility; Graph; Business; Psychology; Computer science; Social psychology; Advertising; Public relations; Political science; Theoretical computer science; Social perception; History","retraction":null,"screen_n_in":null,"score":{"opus":0.03261083876999452,"gpt":0.263018197153199,"spread":0.2304073583832045,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006209635,0.0001091775,0.0001226554,0.0005078444,0.001281908,0.0001980725,0.0001754081,0.00005987147,0.00001671261],"category_scores_gemma":[0.00002419353,0.00007955518,0.00003031942,0.001278497,0.0001227504,0.0006378457,0.0001039191,0.00008205232,0.000008417399],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00000820428,"about_ca_system_score_gemma":0.00004006304,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.03079934,"about_ca_topic_score_gemma":0.08340679,"domain_scores_codex":[0.9992691,0.00003966223,0.0002719836,0.0001589991,0.0001033066,0.0001570089],"domain_scores_gemma":[0.9989211,0.0001318602,0.0002689302,0.0003046679,0.0003529528,0.0000204886],"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":[0.00009102232,0.00008505506,0.002198563,0.001248328,0.00006100828,0.00003832035,0.001076534,0.00007804956,0.0002905824,0.5762994,0.01344093,0.4050921],"study_design_scores_gemma":[0.002665736,0.0000644859,0.249901,0.00112725,0.0003536586,0.0001168312,0.02042063,0.02022329,0.00001001644,0.527033,0.1773577,0.0007264613],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9752482,0.000440927,0.0001747924,0.02036965,0.0004142307,0.0005583631,0.00003733455,0.0000752176,0.00268132],"genre_scores_gemma":[0.996818,0.0005501476,0.0003261609,0.0003103593,0.00007372767,0.0002084258,0.000352929,0.00001436762,0.001345886],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4043657,"threshold_uncertainty_score":0.9859533,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4408855633","doi":"10.1177/23294906251322892","title":"Communicative Care: How Companies Approach Mental Health CSR on Social Media","year":2025,"lang":"en","type":"article","venue":"Business and Professional Communication Quarterly","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Mount Royal University","funders":"","keywords":"Mental health; Corporate social responsibility; Psychology; Social media; Public relations; Business; Psychiatry; Political science","retraction":null,"screen_n_in":null,"score":{"opus":0.04719845821935889,"gpt":0.3638470702137544,"spread":0.3166486119943955,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001026016,0.0001744339,0.0002891977,0.0002045352,0.005388671,0.0002666591,0.001027174,0.0001641145,0.00002319871],"category_scores_gemma":[0.00009334137,0.0001603715,0.00005742468,0.0007843542,0.0006672516,0.0004464426,0.0001968674,0.0004511113,0.000005691106],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002064191,"about_ca_system_score_gemma":0.0005197267,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000824041,"about_ca_topic_score_gemma":0.001264595,"domain_scores_codex":[0.9967723,0.002013325,0.0003301976,0.0002313982,0.0003920028,0.0002607376],"domain_scores_gemma":[0.9976334,0.0006437936,0.0002986621,0.0008241171,0.0005151793,0.00008484891],"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":[0.00005776091,0.0003274808,0.000359207,0.00004701597,0.00003938782,3.371751e-8,0.1733191,0.000001381916,0.00000613692,0.6735799,0.02362984,0.1286327],"study_design_scores_gemma":[0.00116866,0.00004961422,0.1351652,0.0003263001,0.00002260774,6.310985e-7,0.4031333,0.0002072847,0.000001561468,0.01158025,0.4480115,0.0003330985],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.0726155,0.03017289,0.001452152,0.7098556,0.000992309,0.002313539,0.0001585682,0.0004375189,0.1820019],"genre_scores_gemma":[0.9931029,0.002170933,0.001986879,0.0009018432,0.00005180435,0.0001603967,0.0008097716,0.00001157401,0.0008038697],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9204875,"threshold_uncertainty_score":0.9959062,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4402615328","doi":"10.1177/23294906241278618","title":"Modeling Organizations’ Responses to Employee Disclosure at Work: An Organizational Economics Approach","year":2024,"lang":"en","type":"article","venue":"Business and Professional Communication Quarterly","topic":"Efficiency Analysis Using DEA","field":"Decision Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Saint Mary's University","funders":"","keywords":"Work (physics); Organisation climate; Public relations; Employee research; Work environment; Employee morale; Organizational theory; Psychology; Organizational commitment; Business; Economics; Management; Social psychology; Job satisfaction; Political science; Engineering","retraction":null,"screen_n_in":null,"score":{"opus":0.07262168940609023,"gpt":0.3603776128035341,"spread":0.2877559233974439,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002391935,0.0002222933,0.0002898133,0.0005799785,0.0009393498,0.0009263396,0.00106902,0.0001399996,0.000235552],"category_scores_gemma":[0.0007854037,0.0001705582,0.00004615337,0.004114218,0.0001182312,0.0008893264,0.0003333075,0.0002125599,0.0002210129],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009067476,"about_ca_system_score_gemma":0.000362605,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004440288,"about_ca_topic_score_gemma":0.0001101639,"domain_scores_codex":[0.9968985,0.0007130865,0.0008068968,0.0006987342,0.0006547315,0.0002280763],"domain_scores_gemma":[0.9960645,0.0009287801,0.0001168219,0.001249061,0.001466178,0.0001746446],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001323908,0.0019367,0.2204549,0.000217207,0.000336065,0.0000134896,0.08467051,0.304434,0.002296958,0.256448,0.02065439,0.1072139],"study_design_scores_gemma":[0.0005545897,0.0001584007,0.1593179,0.0004016461,0.0001184594,0.0000659513,0.007141454,0.7654759,0.0000242359,0.05504087,0.01050907,0.001191609],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9222864,0.0008778046,0.068056,0.007720074,0.0002893112,0.0002486701,0.00004266594,0.0001382122,0.0003408494],"genre_scores_gemma":[0.9866339,0.0000411843,0.008122658,0.0003811019,0.00009175476,0.00003363913,0.0003112456,0.00004264311,0.0043419],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4610419,"threshold_uncertainty_score":0.8932714,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4410211419","doi":"10.1177/23294906251336137","title":"Book Review: The Art and Science of Public Relations &amp; Strategic Communication RodriguezN. (2024). The Art and Science of Public Relations &amp; Strategic Communication. Montreal: Pressbooks. https://uen.pressbooks.pub/stratcomm/","year":2025,"lang":"en","type":"article","venue":"Business and Professional Communication Quarterly","topic":"Public Relations and Crisis Communication","field":"Social Sciences","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":"Strategic communication; Science communication; Communication studies; Public relations; Organizational communication; Sociology; Media studies; Political science; Science education; Social science; Pedagogy","retraction":null,"screen_n_in":null,"score":{"opus":0.06132496110628038,"gpt":0.3508756941639793,"spread":0.289550733057699,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":["sts"],"category_scores_codex":[0.01029294,0.0003339311,0.0004949571,0.0005640073,0.008257739,0.000958331,0.003606325,0.0002254119,0.0002638297],"category_scores_gemma":[0.0009652753,0.0002457118,0.00009130402,0.003383695,0.009958703,0.003119017,0.0009524529,0.001004988,0.00001852884],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001507636,"about_ca_system_score_gemma":0.002462534,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001680347,"about_ca_topic_score_gemma":0.005444878,"domain_scores_codex":[0.9933811,0.003056821,0.001402635,0.0005312379,0.001111122,0.0005171121],"domain_scores_gemma":[0.9886726,0.002449132,0.001321615,0.004122672,0.003213593,0.0002204461],"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":[0.00002166641,0.0004092584,0.002093843,0.0001876568,0.00006825689,5.769815e-8,0.007568381,0.00002550804,0.0003848146,0.923189,0.05787165,0.008179948],"study_design_scores_gemma":[0.001171291,0.00007560445,0.1263996,0.002689049,0.0003211764,0.00001220977,0.02148832,0.001838655,0.00001482601,0.1720375,0.6732547,0.0006970784],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.05145081,0.3859561,0.001000418,0.3250746,0.0002590536,0.003630901,0.000074185,0.0001743526,0.2323795],"genre_scores_gemma":[0.9083036,0.07568885,0.001878754,0.0009132785,0.00001822848,0.0004355087,0.0002920796,0.00002085345,0.01244886],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8568528,"threshold_uncertainty_score":0.9999995,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}