{"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","author_layer_release":"2026-06-26"},"query_hash":"6bcb362cc4b9","filters":{"venue":"Journal of Intercultural Communication Research"}},"results":[{"id":"W2428340068","doi":"10.1080/17475759.2016.1171795","title":"Exploring the Meanings of <i>Hijab</i> through Online Comments in Canada","year":2016,"lang":"en","type":"article","venue":"Journal of Intercultural Communication Research","topic":"Terrorism, Counterterrorism, and Political Violence","field":"Social Sciences","cited_by":21,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"McGill University; Toronto Metropolitan University","funders":"Royal Bank of Canada","keywords":"Ethnic group; Public opinion; Cohesion (chemistry); Social media; Islam; Sociology; Diversity (politics); Social psychology; Cultural diversity; Psychology; Media studies; Political science; History; Law","authors":[{"name":"Osmud Rahman","is_ca":true},{"name":"Benjamin C. M. Fung","is_ca":true},{"name":"Alexia Yeo","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.4209919423372732,"gpt":0.4497047260469507,"spread":0.02871278370967756,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002943788,0.0002298076,0.0002983721,0.001682389,0.01477136,0.005057195,0.00084567,0.0007696735,0.004398954],"category_scores_gemma":[0.009040151,0.0002753077,0.0001864098,0.003059025,0.005022513,0.001450375,0.002682946,0.001776824,0.0002781163],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03404388,"about_ca_system_score_gemma":0.03880041,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9452743,"about_ca_topic_score_gemma":0.9793643,"domain_scores_codex":[0.9977864,0.000731868,0.0001007445,0.0001835978,0.0006266049,0.000570816],"domain_scores_gemma":[0.9911686,0.003467939,0.001241733,0.0001700557,0.002762217,0.001189417],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00007930204,0.0000583663,0.03863611,0.0001193815,0.000009371895,0.0008491798,0.9446055,0.00004269885,0.0008353721,0.002250438,0.002679444,0.009834864],"study_design_scores_gemma":[0.000005524663,0.00001774123,0.05532181,0.0001243081,0.000007697481,0.00005014761,0.9273896,0.0001033123,0.0002046053,0.000152205,0.01659672,0.0000263826],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9834584,0.0001577436,0.0001116916,0.001854638,0.00003273179,0.00004173555,0.0002061774,0.000006962914,0.01413006],"genre_scores_gemma":[0.9948201,0.0003680309,0.0001925364,0.0003478152,0.00001080577,0.00002296921,0.00007783993,0.00001130583,0.004148601],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05472571,"threshold_uncertainty_score":0.2470068,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1971344043","doi":"10.1080/17475759.2010.526314","title":"Let's Make Peace! A Cross-Cultural Analysis of the Effects of Serial Arguing Behaviors in Romantic Relationships: The Case of Malagasy Romantic Partners","year":2010,"lang":"en","type":"article","venue":"Journal of Intercultural Communication Research","topic":"Cultural Differences and Values","field":"Psychology","cited_by":8,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Collectivism; Individualism; Romance; Social psychology; Cross-cultural; Psychology; Sociology; Gender studies; Political science; Anthropology; Psychoanalysis; Law","authors":[{"name":"Marie Louise Radanielina-Hita","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1651743903679001,"gpt":0.5150276973519275,"spread":0.3498533069840274,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001882344,0.0001903139,0.0001913404,0.0007900252,0.00261166,0.001709675,0.0004543526,0.0003450661,0.001532431],"category_scores_gemma":[0.0081909,0.0002079432,0.0001739849,0.00083365,0.002698725,0.0009126738,0.001877806,0.0007459781,0.0001057244],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000877853,"about_ca_system_score_gemma":0.000491975,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01374933,"about_ca_topic_score_gemma":0.02508412,"domain_scores_codex":[0.9988343,0.0008732462,0.0000279921,0.00005887419,0.00008331114,0.0001222252],"domain_scores_gemma":[0.9943246,0.003335123,0.001276793,0.0004547207,0.0002787131,0.0003300353],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001883939,0.000206587,0.5797992,0.00006732749,0.0001069021,0.002257202,0.390916,0.0001142072,0.001847442,0.001437056,0.000245497,0.02281419],"study_design_scores_gemma":[0.000008913451,0.00009726635,0.6730226,0.0000529536,0.00004478544,0.0009900137,0.3233122,0.0002354978,0.0004454047,0.000295741,0.001474855,0.00001970252],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995853,0.00003544876,0.00001594069,0.00002953433,6.77402e-7,0.000001444849,0.000002305062,1.942863e-7,0.0003291233],"genre_scores_gemma":[0.9998215,0.00005957528,0.00003303305,0.00001315583,8.156312e-7,0.000003940309,0.000005074447,6.84394e-7,0.00006226649],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01374933,"threshold_uncertainty_score":0.02733862,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4414878928","doi":"10.1080/17475759.2025.2549324","title":"A Practice-Based Approach for Intercultural Communication: Towards an Epistemological Integration","year":2025,"lang":"en","type":"article","venue":"Journal of Intercultural Communication Research","topic":"International Student and Expatriate Challenges","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":"Intertek (Canada)","funders":"","keywords":"Intercultural communication; Identity (music); Key (lock); Term (time)","authors":[{"name":"Deborah Giustini","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2371066378607534,"gpt":0.5315870923931908,"spread":0.2944804545324373,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03188466,0.001304695,0.001417965,0.01105757,0.009450626,0.02572173,0.004946875,0.009898643,0.003413186],"category_scores_gemma":[0.02056613,0.0008860737,0.001111799,0.006674815,0.08974019,0.02836701,0.01584571,0.01012375,0.0007553009],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01160723,"about_ca_system_score_gemma":0.01494657,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003106928,"about_ca_topic_score_gemma":0.002262183,"domain_scores_codex":[0.96127,0.02912853,0.00147656,0.002078017,0.005105976,0.0009408921],"domain_scores_gemma":[0.9690406,0.01879052,0.001834553,0.004871749,0.003942551,0.001520109],"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":[0.000005440696,0.00003289303,0.0002674953,0.0001570442,0.000009586111,0.00008985102,0.03984696,0.00021948,0.000105758,0.9499551,0.0004198522,0.008890685],"study_design_scores_gemma":[0.00001655652,0.00004078596,0.0003421514,0.001073627,0.00001195711,0.000293219,0.05369716,0.001414481,0.0001863805,0.876787,0.06610454,0.00003225475],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02114063,0.01125143,0.6836605,0.06362497,0.001553945,0.0005952557,0.00006030428,0.0001673837,0.2179456],"genre_scores_gemma":[0.7595033,0.006898611,0.2185256,0.004362658,0.0006578991,0.001887625,0.00009308964,0.0001426605,0.007928682],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03188466,"threshold_uncertainty_score":0.1686242,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4411073289","doi":"10.1080/17475759.2025.2515464","title":"The Acculturation and Adaptation of Afghan Immigrants in Iran: A Grounded Theory Study","year":2025,"lang":"en","type":"article","venue":"Journal of Intercultural Communication Research","topic":"Migration, Health and Trauma","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Queen's University","funders":"","keywords":"Acculturation; Immigration; Grounded theory; Adaptation (eye); Afghan; Sociology; Social psychology; Psychology; Gender studies; Demographic economics; Political science; Qualitative research; Social science; Economics; Law","authors":[{"name":"Leila Zandi‐Navgran","is_ca":false},{"name":"John W. Berry","is_ca":true},{"name":"Hossein Afrasiabi","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1657115526320833,"gpt":0.4882899507807907,"spread":0.3225783981487075,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006734548,0.0004252169,0.0003954766,0.002480381,0.005949964,0.002783925,0.00110285,0.000976022,0.0009530745],"category_scores_gemma":[0.005223135,0.0003493039,0.0003520818,0.001739301,0.004298986,0.002359362,0.002137664,0.001773735,0.00008213576],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00572799,"about_ca_system_score_gemma":0.006263759,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01356826,"about_ca_topic_score_gemma":0.02561742,"domain_scores_codex":[0.9979191,0.001268228,0.00009916991,0.0001305061,0.0002524219,0.0003304526],"domain_scores_gemma":[0.995963,0.002917603,0.0002943231,0.0001581965,0.0003999874,0.0002668494],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003014781,0.0003666239,0.02388106,0.0001207793,0.000009773028,0.0004896402,0.958335,0.00008837464,0.0003883615,0.003057723,0.0002373272,0.01299522],"study_design_scores_gemma":[0.00001239674,0.0001099799,0.01696731,0.0001744151,0.00001219478,0.0001692104,0.9782834,0.0003600763,0.0002088985,0.001048054,0.002641183,0.00001292431],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964933,0.0001770081,0.0005711417,0.0005087528,0.00001443222,0.0001584841,0.00002593206,0.000002126121,0.002048952],"genre_scores_gemma":[0.9970099,0.0003735299,0.001767241,0.000193214,0.000006959954,0.0001701868,0.00004226342,0.000002312334,0.000434256],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01356826,"threshold_uncertainty_score":0.0415597,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4413493453","doi":"10.1080/17475759.2025.2549319","title":"The Space of In-Betweenness: Engaging Incommensurability as an Intercultural Heuristic","year":2025,"lang":"en","type":"article","venue":"Journal of Intercultural Communication Research","topic":"Global Education and Multiculturalism","field":"Social 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":"University of Toronto","funders":"","keywords":"Betweenness centrality; Space (punctuation); Heuristic; Intercultural communication; Epistemology; Sociology; Mathematics; Linguistics; Communication; Philosophy; Statistics","authors":[{"name":"Dacheng Zhang","is_ca":false},{"name":"Lore tta LeMaster","is_ca":true},{"name":"Michael Tristano","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.100821659666269,"gpt":0.5136516903104231,"spread":0.4128300306441541,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01453898,0.0008486042,0.0008892899,0.002422818,0.009404701,0.01427767,0.002891115,0.003752149,0.005025506],"category_scores_gemma":[0.02860183,0.000516672,0.0007489474,0.001652651,0.08544015,0.02466079,0.01523113,0.007780963,0.0003990725],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005522839,"about_ca_system_score_gemma":0.004169737,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001894365,"about_ca_topic_score_gemma":0.001762143,"domain_scores_codex":[0.9758405,0.02003058,0.0003984961,0.001290211,0.001387659,0.001052517],"domain_scores_gemma":[0.9800781,0.01522158,0.001044712,0.002143718,0.0008179476,0.0006938796],"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":[0.00001795274,0.00001609554,0.0002984611,0.00004802776,0.000006409303,0.0001656971,0.06279057,0.0002066963,0.0001701899,0.9327551,0.0003712062,0.003153557],"study_design_scores_gemma":[0.00001952009,0.00002955104,0.000207363,0.0001487193,0.00001509494,0.0002040148,0.07947975,0.001128733,0.0004401087,0.8852037,0.03310408,0.00001944515],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2269458,0.002983288,0.198673,0.04682196,0.0009895074,0.0001828432,0.00005303037,0.0001658897,0.5231847],"genre_scores_gemma":[0.9885101,0.0002602187,0.007868693,0.0006563356,0.00006065954,0.00006981457,0.00001311587,0.00006477139,0.002496355],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01453898,"threshold_uncertainty_score":0.07689047,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3120944027","doi":"10.1080/17475759.2020.1864453","title":"Pragmatic Intercultural Ethics and the Emerging Democracy: The Case of “The Anglophone Cameroon Crisis”","year":2021,"lang":"en","type":"article","venue":"Journal of Intercultural Communication Research","topic":"Religious Education and Schools","field":"Social 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":"Université de Montréal","funders":"","keywords":"Intercultural communication; Intercultural relations; Sociology; Corporate governance; Economic Justice; Democracy; Political science; Environmental ethics; Law; Politics; Pedagogy","authors":[{"name":"Charles Biradzem Dine","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1022428292828762,"gpt":0.4731088380796974,"spread":0.3708660087968212,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005086517,0.0005115082,0.0003347965,0.0007089066,0.02726979,0.008293359,0.0008859409,0.004765004,0.003437953],"category_scores_gemma":[0.005223212,0.0003156183,0.0002667463,0.001079124,0.02722362,0.005964695,0.006507463,0.006933784,0.0002132372],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01412136,"about_ca_system_score_gemma":0.007375723,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03539268,"about_ca_topic_score_gemma":0.03981039,"domain_scores_codex":[0.9932649,0.004948026,0.00006043698,0.0001769089,0.000177293,0.001372552],"domain_scores_gemma":[0.9964398,0.002272712,0.0003437951,0.0001061293,0.0002520284,0.000585568],"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":[0.0000692534,0.00003886717,0.002105397,0.00009038422,0.00000580006,0.009482909,0.2161709,0.0004699733,0.000233187,0.7597467,0.005017885,0.006568795],"study_design_scores_gemma":[0.0000607091,0.00006724666,0.00513397,0.0006697846,0.00002515798,0.003060386,0.6715145,0.002823929,0.0005042192,0.1557053,0.1603526,0.00008225164],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6493618,0.006188788,0.004458552,0.1223846,0.0005823414,0.0001214925,0.0000261063,0.00001894169,0.2168574],"genre_scores_gemma":[0.9946573,0.0004877161,0.0003120054,0.001484335,0.00003418828,0.00002683041,0.000002446496,0.000004930627,0.002990253],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03539268,"threshold_uncertainty_score":0.1024581,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4413489520","doi":"10.1080/17475759.2025.2550505","title":"Nationalism and Intercultural Communication in Türkiye: The Myth of “One Nation One Culture” and Its Impacts on the Field","year":2025,"lang":"en","type":"article","venue":"Journal of Intercultural Communication Research","topic":"Turkey's Politics and Society","field":"Social 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":"Queen's University","funders":"","keywords":"Nationalism; Mythology; Field (mathematics); Intercultural communication; Political science; Sociology; Media studies; Theology; Philosophy; Anthropology; Law; Politics; Mathematics","authors":[{"name":"Gülsüm Depeli-Sevinç","is_ca":false},{"name":"Özlem Atar","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1470773748757069,"gpt":0.469627188363824,"spread":0.3225498134881171,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01974535,0.0004157162,0.001048766,0.004197444,0.002581881,0.006401622,0.0009331968,0.001282952,0.002188693],"category_scores_gemma":[0.03313339,0.0003550579,0.0007272858,0.005334467,0.006590371,0.008043108,0.003225658,0.00126246,0.0001164562],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003779234,"about_ca_system_score_gemma":0.01134063,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00733816,"about_ca_topic_score_gemma":0.0106846,"domain_scores_codex":[0.9799084,0.01485606,0.002321781,0.001041007,0.001406126,0.0004665943],"domain_scores_gemma":[0.9615351,0.03055342,0.00468832,0.001033583,0.001833517,0.0003560148],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004055198,0.00009606941,0.08165456,0.1051935,0.001802121,0.002298151,0.2196985,0.0003928836,0.001021119,0.07746659,0.00729668,0.5026743],"study_design_scores_gemma":[0.0001095342,0.0003592448,0.1091354,0.2591735,0.002564298,0.00350808,0.4080524,0.0003728404,0.001177669,0.04263351,0.1727337,0.0001798637],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.1831339,0.7720429,0.002823721,0.02115813,0.001200881,0.0002005588,0.000382776,0.00001751414,0.01903964],"genre_scores_gemma":[0.8499045,0.1414838,0.003386275,0.003903804,0.0002429432,0.0004959311,0.0001569302,0.00001344314,0.0004122745],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01974535,"threshold_uncertainty_score":0.1044247,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4409651786","doi":"10.1080/17475759.2025.2495982","title":"Integrating Canadian Newcomers into Hybrid Workplaces: Employers’ Views on Hiring and Onboarding","year":2025,"lang":"en","type":"article","venue":"Journal of Intercultural Communication Research","topic":"Migration, Ethnicity, and Economy","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"Toronto Metropolitan University","funders":"Immigration, Refugees and Citizenship Canada","keywords":"Onboarding; Business; Workplace safety; Public relations; Computer science; Psychology; Political science; Social psychology; Law; Occupational safety and health","authors":[{"name":"Masoud Kianpour","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1276631184913745,"gpt":0.4454495170409267,"spread":0.3177863985495523,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003683913,0.0003810081,0.0002991594,0.001141492,0.02556761,0.006639285,0.001269911,0.001393663,0.004477987],"category_scores_gemma":[0.005535913,0.0002811146,0.0002904072,0.001197742,0.00543943,0.001511469,0.004367066,0.002033388,0.0002881083],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02161084,"about_ca_system_score_gemma":0.03094232,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9026426,"about_ca_topic_score_gemma":0.9488138,"domain_scores_codex":[0.9959769,0.0006970599,0.00006797427,0.0002305205,0.001390691,0.001636864],"domain_scores_gemma":[0.9937823,0.0008874626,0.0004279655,0.0001362824,0.001914521,0.0028515],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001204834,0.00007581776,0.07562774,0.00009903657,0.00001848105,0.001762344,0.8844828,0.0001188561,0.002676681,0.002498014,0.003676974,0.02884285],"study_design_scores_gemma":[0.000002313358,0.00003405562,0.02841682,0.00005905641,0.000006977514,0.0001448822,0.9573498,0.00005575241,0.0001570677,0.00009445858,0.01364732,0.00003141399],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9795445,0.000499857,0.0002178462,0.002444858,0.0001059882,0.00001805386,0.00002850799,0.000008260527,0.01713214],"genre_scores_gemma":[0.9936169,0.0004263753,0.0001268575,0.000513361,0.00001200935,0.000006363511,0.00002379548,0.000006946734,0.005267431],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09735739,"threshold_uncertainty_score":0.1958615,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}