{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":11,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":11,"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":"8f3b0364a628","filters":{"venue":"Journal of Asian Pacific Communication"}},"results":[{"id":"W2086042215","doi":"10.1075/japc.11.2.04gil","title":"Communicating across and within generations","year":2001,"lang":"en","type":"article","venue":"Journal of Asian Pacific Communication","topic":"Aging and Gerontology Research","field":"Psychology","cited_by":36,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"","keywords":"Acculturation; Psychology; Perception; Accommodation; Chinese americans; Affect (linguistics); Young adult; Developmental psychology; Ethnic group; Social psychology; Demography; Sociology","authors":[{"name":"Howard Giles","is_ca":false},{"name":"Beatrice Liang","is_ca":false},{"name":"Kimberly A. Noels","is_ca":true},{"name":"Robert M. McCann","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06525346318500821,"gpt":0.4130338294429587,"spread":0.3477803662579505,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001667261,0.00008007922,0.0001832066,0.00009004983,0.0004392787,0.00006581537,0.0005176334,0.00009248073,0.00009581351],"category_scores_gemma":[0.00008958986,0.00007200512,0.00004954181,0.0001658047,0.000241252,0.0001535563,0.0001209567,0.0006222114,0.0000251865],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003473607,"about_ca_system_score_gemma":0.00002826496,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003662956,"about_ca_topic_score_gemma":0.0001370463,"domain_scores_codex":[0.9985,0.0006140163,0.0004824386,0.00008642417,0.0001339951,0.0001831252],"domain_scores_gemma":[0.9982271,0.0002203216,0.0004107694,0.0008804806,0.0001718436,0.00008948937],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0004957229,0.0009167861,0.2061561,0.00002304941,0.0005509526,0.00008487411,0.3510101,0.00003712365,0.001344764,0.03959079,0.02026607,0.3795236],"study_design_scores_gemma":[0.004936337,0.0009804027,0.3548515,0.0003455596,0.0001310323,0.01035248,0.5211546,0.001692644,0.0001863052,0.009569918,0.09509109,0.000708073],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8733162,0.006255006,0.001824301,0.01408265,0.000193007,0.0001131291,0.000003206081,0.00002648529,0.104186],"genre_scores_gemma":[0.992079,0.00027524,0.005539249,0.00005497907,0.0000571118,0.00000557056,0.000005895484,0.00001088199,0.001972065],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3788155,"threshold_uncertainty_score":0.3378621,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2070192193","doi":"10.1075/japc.18.1.06lee","title":"The “other(ing)” costs of ESL","year":2008,"lang":"en","type":"article","venue":"Journal of Asian Pacific Communication","topic":"Second Language Learning and Teaching","field":"Arts and Humanities","cited_by":31,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of British Columbia","funders":"","keywords":"Hegemony; Dialogic; Commodification; Sociology; Pedagogy; CONTEST; Language education; Appropriation; Negotiation; Politics; Linguistics; Political science; Social science","authors":[{"name":"Ena Lee","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02699513041186108,"gpt":0.2410111788195593,"spread":0.2140160484076982,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006573625,0.00005406283,0.0001166603,0.00006224714,0.0005747154,0.00005369235,0.0003354151,0.0000203402,0.0002338502],"category_scores_gemma":[0.0001076692,0.00003489898,0.00008654235,0.00002531673,0.0002106044,0.0001306986,0.00002288253,0.0003203243,0.000008711116],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002898647,"about_ca_system_score_gemma":0.0000308267,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001444389,"about_ca_topic_score_gemma":0.0002001768,"domain_scores_codex":[0.9991896,0.000225386,0.0003298841,0.00003267488,0.0001456231,0.00007681606],"domain_scores_gemma":[0.9987449,0.0002262374,0.0005129045,0.0003457052,0.0001445028,0.0000257539],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000107853,0.0001848546,0.001622962,0.00001595226,0.0001842245,0.00001006359,0.5161277,0.0000240257,0.0003628726,0.1363372,0.01138727,0.333635],"study_design_scores_gemma":[0.0004434066,0.0001633275,0.001405654,0.0001662078,0.00002622545,0.0001590837,0.1820946,0.00008274923,0.0001378625,0.0006330873,0.8145847,0.0001031178],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5161371,0.006986657,0.0001062371,0.004143254,0.0003528055,0.0000797349,0.000003501517,0.00002242642,0.4721683],"genre_scores_gemma":[0.9970369,0.0002512364,0.0001850446,0.00003940777,0.0001560022,6.36129e-7,0.000001421861,0.00000866449,0.002320725],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8031974,"threshold_uncertainty_score":0.4420305,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2027275840","doi":"10.1075/japc.15.1.12bec","title":"Academic language and literacy socialization through project-based instruction","year":2005,"lang":"en","type":"article","venue":"Journal of Asian Pacific Communication","topic":"Second Language Learning and Teaching","field":"Arts and Humanities","cited_by":30,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Socialization; Perception; Construct (python library); Pedagogy; Literacy; Psychology; Meaning (existential); Mathematics education; Immigration; Sociology; Political science; Social psychology","authors":[{"name":"Gulbahar H. Beckett","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02485974340628745,"gpt":0.3022288691610978,"spread":0.2773691257548103,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003786595,0.00007316914,0.0001153426,0.0001276838,0.0002937769,0.0001538994,0.0001337916,0.00005095891,0.0001664869],"category_scores_gemma":[0.00007036699,0.00006363376,0.00004636683,0.0000423469,0.0000823811,0.0007627867,0.00001608918,0.0004624614,0.00000475834],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005067957,"about_ca_system_score_gemma":0.00003930958,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007652107,"about_ca_topic_score_gemma":0.00006909774,"domain_scores_codex":[0.9992251,0.0002004884,0.0003107807,0.00005988719,0.0001235706,0.00008015108],"domain_scores_gemma":[0.9992324,0.00005965679,0.0004226493,0.0001609907,0.0001035811,0.00002071709],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003125276,0.00003869561,0.0003373161,0.00002148384,0.00002204434,0.000001041584,0.5491142,0.00001498225,0.000182209,0.01452354,0.001507161,0.4342061],"study_design_scores_gemma":[0.00151087,0.0001484195,0.001035358,0.0003300045,0.00007331757,0.00008405281,0.3130499,0.001634641,0.0002734379,0.0008208887,0.6807976,0.0002415227],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.925605,0.004568938,0.00085117,0.004695626,0.0002159711,0.000133256,0.000005092366,0.00006055596,0.06386438],"genre_scores_gemma":[0.9962125,0.0001431884,0.002248205,0.000157043,0.0005373437,0.000001730848,0.00002117303,0.00001144538,0.0006673693],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6792905,"threshold_uncertainty_score":0.2594909,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2044158346","doi":"10.1075/japc.15.1.06yi","title":"Asian adolescents’ out-of-school encounters with English and Korean literacy","year":2005,"lang":"en","type":"article","venue":"Journal of Asian Pacific Communication","topic":"Literacy, Media, and Education","field":"Arts and Humanities","cited_by":26,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Ell; Literacy; Reading (process); Pedagogy; Psychology; Information literacy; Mathematics education; Sociology; Political science; Teaching method; Vocabulary development","authors":[{"name":"Youngjoo Yi","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01518199840484232,"gpt":0.2443510449778311,"spread":0.2291690465729888,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004010172,0.0001245952,0.0002101045,0.0001967417,0.0001615434,0.0002417798,0.0002851423,0.00003821523,0.0001864709],"category_scores_gemma":[0.00007559262,0.00009692563,0.00006325063,0.00004445575,0.0001873584,0.001223282,0.00002542911,0.000312443,0.000008738068],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007488795,"about_ca_system_score_gemma":0.00009609509,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001851553,"about_ca_topic_score_gemma":0.0001659995,"domain_scores_codex":[0.9988929,0.0001199499,0.0005306444,0.00008920624,0.0002341379,0.0001331499],"domain_scores_gemma":[0.9981686,0.00004630586,0.0006140046,0.0004207618,0.0006160761,0.0001342356],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001117233,0.0002207841,0.009171768,0.00006128303,0.00004372817,9.197893e-7,0.9304526,8.993765e-7,0.00001252455,0.0008052438,0.003337937,0.05578052],"study_design_scores_gemma":[0.001476062,0.0004352758,0.02343624,0.001656073,0.0001297385,0.00003819553,0.6525896,0.00005847328,0.0001150889,0.0006206976,0.3191468,0.0002978138],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8920799,0.002282551,0.000128251,0.007086387,0.001645591,0.0003274626,0.00002202647,0.00004058827,0.09638726],"genre_scores_gemma":[0.9966687,0.0003259573,0.001344459,0.00008329762,0.0009728977,0.000002820057,0.00001843276,0.00001563768,0.0005678181],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3158088,"threshold_uncertainty_score":0.3952512,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2018408578","doi":"10.1075/japc.15.1.08kub","title":"Instruction and reading samples for opinion writing in L1 junior high school textbooks in China and Japan","year":2005,"lang":"en","type":"article","venue":"Journal of Asian Pacific Communication","topic":"EFL/ESL Teaching and Learning","field":"Arts and Humanities","cited_by":17,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"","keywords":"CLARITY; Reading (process); Mainland China; Statement (logic); Situated; Point (geometry); China; Psychology; Interpretation (philosophy); Linguistics; Mathematics education; Computer science; History; Mathematics; Artificial intelligence","authors":[{"name":"Ryūko Kubota","is_ca":false},{"name":"Ling Shi","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02619316892146275,"gpt":0.267657752924736,"spread":0.2414645840032733,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001082094,0.00007874373,0.0001643848,0.0002974953,0.0003061534,0.0001781659,0.0001002508,0.00004130167,0.00002043392],"category_scores_gemma":[0.0001435292,0.00007516272,0.00002581566,0.00002931898,0.00007046984,0.0004721328,0.00002884672,0.0004553892,5.795349e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007523784,"about_ca_system_score_gemma":0.00001950265,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001774371,"about_ca_topic_score_gemma":0.0005712591,"domain_scores_codex":[0.9991401,0.0001688669,0.000427909,0.00007961972,0.00007648808,0.0001070181],"domain_scores_gemma":[0.9993511,0.000125648,0.0003003748,0.00013687,0.00004449473,0.00004149541],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0001245045,0.00009075068,0.0440695,0.0001022793,0.00002358868,5.621102e-7,0.1527469,0.00009204467,0.0004579922,0.06320582,0.0002692643,0.7388168],"study_design_scores_gemma":[0.005300523,0.0004651539,0.5372501,0.003236331,0.00003997566,0.000201408,0.2766798,0.003310449,0.00007774737,0.01276895,0.1601387,0.0005308136],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9890108,0.0008688228,0.00008026551,0.002923253,0.00008533091,0.0001185883,0.000002492399,0.00001212789,0.006898338],"genre_scores_gemma":[0.9951102,0.0004198357,0.004015055,0.00001652796,0.0002741538,0.00000370515,0.000008057067,0.00001099543,0.0001415095],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.738286,"threshold_uncertainty_score":0.3065047,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3081296866","doi":"10.1075/japc.00057.son","title":"Deconstructing discourses of diversity","year":2020,"lang":"en","type":"article","venue":"Journal of Asian Pacific Communication","topic":"Multilingual Education and Policy","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"York University","funders":"","keywords":"Diversity (politics); Empowerment; Multiculturalism; Ethnocentrism; Context (archaeology); Sociology; Identity (music); Cultural diversity; Multicultural education; Gender studies; Biculturalism; Cultural pluralism; Resource (disambiguation); Immigration; Social psychology; Pedagogy; Psychology; Political science; Geography; Neuroscience of multilingualism; Anthropology","authors":[{"name":"Heejin Song","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1143378820414206,"gpt":0.4390396260527905,"spread":0.3247017440113699,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000504872,0.00003421968,0.0001079764,0.00005013091,0.0003273096,0.00002077513,0.0003851737,0.00003087382,0.0001419794],"category_scores_gemma":[0.0005374549,0.00003319561,0.00006562942,0.0001714085,0.0001830976,0.0001936885,0.00007342589,0.0001425609,0.000003737281],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003365682,"about_ca_system_score_gemma":0.0002213626,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002070907,"about_ca_topic_score_gemma":0.00007964773,"domain_scores_codex":[0.9992287,0.0002313884,0.0002543024,0.00003369842,0.0001857426,0.00006621722],"domain_scores_gemma":[0.9989441,0.0001121175,0.0005002969,0.0001276415,0.000204311,0.0001115055],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00004572076,0.0001008849,0.0692396,0.00002076279,0.00004238269,7.550215e-7,0.7417615,0.00001032828,0.0003133186,0.02050956,0.003759444,0.1641957],"study_design_scores_gemma":[0.0004986702,0.00008567781,0.02376999,0.0001042969,0.00005196904,0.000008016674,0.8319275,0.0000575726,0.0005417278,0.002137498,0.1406817,0.0001354207],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6564591,0.0004460499,0.0002310804,0.08577385,0.0002897986,0.0001052806,0.00000478768,0.00001577392,0.2566743],"genre_scores_gemma":[0.9973102,0.0002420073,0.002147763,0.00006937311,0.0001341263,1.160005e-7,7.173418e-7,0.000002219706,0.0000934415],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3408511,"threshold_uncertainty_score":0.2517434,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2965126175","doi":"10.1075/japc.00030.zha","title":"Media credibility","year":2019,"lang":"en","type":"article","venue":"Journal of Asian Pacific Communication","topic":"Social Media and Politics","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Royal Roads University","funders":"","keywords":"Credibility; Context (archaeology); Construct (python library); China; Politics; Biology and political orientation; Political science; Empirical research; Dimension (graph theory); Public relations; Advertising; Business; Computer science; Geography; Law","authors":[{"name":"Hongzhong Zhang","is_ca":false},{"name":"Juana Du","is_ca":true},{"name":"Rui Wang","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03003816063177155,"gpt":0.3295426107678854,"spread":0.2995044501361138,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001173772,0.00004651548,0.0001494622,0.00006386257,0.0001590358,0.00004103111,0.0004522745,0.00008594641,0.0003439511],"category_scores_gemma":[0.0009438,0.00004377939,0.00009005775,0.0001729043,0.0001824303,0.0002222397,0.0000262643,0.0002601831,0.00007794116],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001319674,"about_ca_system_score_gemma":0.0002746952,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001181465,"about_ca_topic_score_gemma":0.0001312467,"domain_scores_codex":[0.9986362,0.0005119836,0.0002955427,0.00004562411,0.0003712392,0.0001393777],"domain_scores_gemma":[0.9983791,0.0005692736,0.0003070877,0.0003430828,0.0002747926,0.0001267173],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007818547,0.0002798172,0.2270798,0.00002554513,0.0000718874,0.00000380129,0.5492682,0.000002671981,0.0006273077,0.1319061,0.01351735,0.07713943],"study_design_scores_gemma":[0.0004889845,0.00007764982,0.04194978,0.00007918612,0.00003235151,0.000006017408,0.383129,0.00001032435,0.0001562866,0.03050553,0.5434279,0.0001369957],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6315191,0.0005386653,0.0000371764,0.01393344,0.001407148,0.0001457446,0.000002926975,0.00001994877,0.3523959],"genre_scores_gemma":[0.9979068,0.0004577599,0.0008909386,0.00004313314,0.0003356326,6.912427e-7,0.000001991735,0.000004754119,0.0003583005],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5299106,"threshold_uncertainty_score":0.3766023,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2032340166","doi":"10.1075/japc.17.1.06coo","title":"Beyond Language","year":2007,"lang":"en","type":"article","venue":"Journal of Asian Pacific Communication","topic":"Discourse Analysis in Language Studies","field":"Arts and Humanities","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"York University","funders":"","keywords":"Argument (complex analysis); Construct (python library); Resistance (ecology); Curriculum; Sociology; Psychology; Power (physics); Discourse analysis; Compliance (psychology); Raising (metalworking); Linguistics; Pedagogy; Mathematics education; Social psychology; Computer science","authors":[{"name":"David Cooke","is_ca":true},{"name":"Tony Brown","is_ca":false},{"name":"Yunxia Zhu","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01511993450179396,"gpt":0.2812760785709177,"spread":0.2661561440691238,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001038066,0.00007848063,0.0001750216,0.0001994713,0.0002093995,0.00009501998,0.000352775,0.00002136373,0.000870464],"category_scores_gemma":[0.00007020101,0.0000615329,0.0001301737,0.00005639365,0.000206859,0.000271738,0.00004961801,0.000205683,0.0000348374],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004011011,"about_ca_system_score_gemma":0.00001728319,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002602357,"about_ca_topic_score_gemma":0.0008749969,"domain_scores_codex":[0.9991202,0.00006036335,0.0004197543,0.0000500008,0.000227074,0.0001225475],"domain_scores_gemma":[0.998816,0.0000909089,0.000418413,0.0003997603,0.0002306037,0.00004433133],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00006781871,0.0002736318,0.0006050869,0.0000179846,0.0004452834,0.00005848481,0.5338812,0.000003222229,0.000463156,0.2553766,0.03321605,0.1755914],"study_design_scores_gemma":[0.0003518279,0.00009948086,0.0009517087,0.0000751026,0.000146351,0.0000387288,0.7596596,0.000007643444,0.0003034301,0.004536667,0.2336728,0.0001566162],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02892503,0.004180655,0.0002235648,0.001914445,0.0002472151,0.0000418963,0.000003351267,0.00001630251,0.9644476],"genre_scores_gemma":[0.9942807,0.0001381423,0.0008765602,0.0000663578,0.0004368887,4.853849e-7,0.000005446256,0.00000967291,0.004185746],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9653557,"threshold_uncertainty_score":0.953097,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2087503316","doi":"10.1075/japc.19.1.03sze","title":"Functions and genres of ESL children’s English writing at home and at school","year":2009,"lang":"en","type":"article","venue":"Journal of Asian Pacific Communication","topic":"EFL/ESL Teaching and Learning","field":"Arts and Humanities","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of British Columbia","funders":"","keywords":"Sociocultural perspective; Sociocultural evolution; Literacy; Home language; Situated; Perspective (graphical); Psychology; Context (archaeology); Pedagogy; Mathematics education; Sociology; History; Visual arts","authors":[{"name":"Celine Sze","is_ca":true},{"name":"Marilyn Chapman","is_ca":false},{"name":"Ling Shi","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01319688366947238,"gpt":0.223885838627138,"spread":0.2106889549576657,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005412453,0.00007927958,0.0001664534,0.0001079602,0.0006208649,0.0001089469,0.0001200978,0.00003441774,0.0001614236],"category_scores_gemma":[0.0001162547,0.0000702026,0.00005173918,0.00002402879,0.0001215751,0.000257595,0.0000565091,0.0003493518,0.000002904611],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005101449,"about_ca_system_score_gemma":0.00001331899,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001387677,"about_ca_topic_score_gemma":0.00005085523,"domain_scores_codex":[0.9992073,0.0001640422,0.000346578,0.00006832968,0.0001237407,0.0000899798],"domain_scores_gemma":[0.9990665,0.00009290475,0.0003948366,0.0002274301,0.0001478598,0.0000704643],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0003696776,0.0004451916,0.2095461,0.0001006231,0.0003521503,0.000005458142,0.423701,0.00006349844,0.003049137,0.02632188,0.02369058,0.3123547],"study_design_scores_gemma":[0.00239286,0.001114364,0.6493429,0.000906574,0.0002492044,0.0004029284,0.2256635,0.0001558923,0.000146017,0.001703239,0.1173771,0.0005454139],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9525424,0.004731892,0.000007976601,0.001062047,0.00006394325,0.00004833705,0.000005479217,0.0000174956,0.04152039],"genre_scores_gemma":[0.9972257,0.0006866123,0.0002497198,0.00002658893,0.0002248264,5.254799e-7,0.000009365564,0.000007470515,0.001569198],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4397968,"threshold_uncertainty_score":0.4775253,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2008267095","doi":"10.1075/japc.24.1.03lee","title":"A post-mortem on the Malaysian content-based instruction initiative","year":2014,"lang":"en","type":"article","venue":"Journal of Asian Pacific Communication","topic":"EFL/ESL Teaching and Learning","field":"Arts and Humanities","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Indigenous; Neuroscience of multilingualism; Immigration; Indigenous culture; Mathematics education; Population; Pedagogy; Psychology; Sociology; Political science; Biology; Demography","authors":[{"name":"Seung Chun Lee","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06269237836549889,"gpt":0.2447988428894853,"spread":0.1821064645239864,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00115933,0.00009871899,0.0001517639,0.0001413533,0.0005941946,0.0001814308,0.0003260274,0.00003381761,0.0002505792],"category_scores_gemma":[0.0003003786,0.00006439063,0.0001143844,0.00003609922,0.0001590904,0.0002087191,0.00001815628,0.0006629979,0.00003501217],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005543051,"about_ca_system_score_gemma":0.00003741273,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002775837,"about_ca_topic_score_gemma":0.00006240843,"domain_scores_codex":[0.9984882,0.0007794665,0.0003547442,0.00006523321,0.0002098574,0.0001025253],"domain_scores_gemma":[0.9982947,0.0003367192,0.0006201097,0.0004028103,0.0003031292,0.00004250828],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.0004153388,0.0003973822,0.001731255,0.00003598398,0.0002005394,0.000003765628,0.1857916,0.0001688121,0.0008790116,0.6425747,0.003883371,0.1639182],"study_design_scores_gemma":[0.002617075,0.002196894,0.01396346,0.001072169,0.0001417947,0.00007566884,0.4900039,0.002841544,0.0006034523,0.004403078,0.48161,0.0004709799],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5940341,0.0001253089,0.0006455264,0.04408173,0.0005358354,0.0001868709,0.000007932991,0.00005610297,0.3603265],"genre_scores_gemma":[0.9984257,0.00001059069,0.0002648197,0.0005313635,0.000260259,0.000003196368,0.000009651662,0.0000134333,0.0004810123],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6381717,"threshold_uncertainty_score":0.4570125,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2336167201","doi":"10.1075/japc.25.2.10lu","title":"“Gossip makes us one”","year":2015,"lang":"en","type":"article","venue":"Journal of Asian Pacific Communication","topic":"Culture, Economy, and Development Studies","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Gossip; Immigration; Ethnic group; Context (archaeology); Preference; Multiculturalism; Social psychology; Spouse; Sociology; Psychology; Gender studies; Demographic economics; Political science; Geography; Law; Economics","authors":[{"name":"Pei Hua Lu","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08563515783802171,"gpt":0.3223459392395956,"spread":0.2367107814015739,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001451488,0.00006449877,0.0001705354,0.00007747886,0.0004163923,0.0001031987,0.0003952882,0.00005619966,0.00005102321],"category_scores_gemma":[0.0002847876,0.00005801126,0.00006496379,0.0001577456,0.000177265,0.0003337663,0.00005014115,0.0001720191,0.00004305813],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001857126,"about_ca_system_score_gemma":0.0002603175,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009813764,"about_ca_topic_score_gemma":0.0007134355,"domain_scores_codex":[0.998961,0.0002211859,0.0003467441,0.00005718106,0.0002810736,0.0001327792],"domain_scores_gemma":[0.9987961,0.00006308802,0.0003955367,0.0002292145,0.0003796796,0.0001363844],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000161534,0.0005715548,0.1106829,0.00001830297,0.0003453434,0.000009849347,0.4608084,0.00001372073,0.00006325712,0.05458154,0.2727393,0.1000043],"study_design_scores_gemma":[0.0003557961,0.00004373442,0.02778249,0.00004704551,0.00001822253,0.000007534288,0.1618644,0.000001777757,0.00002162173,0.008216557,0.8015385,0.0001022325],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02435491,0.002787569,0.0001290897,0.02120678,0.000322514,0.0001072727,0.000001377165,0.00002395092,0.9510666],"genre_scores_gemma":[0.9922866,0.001745661,0.003284995,0.00007331975,0.0001887393,0.000002239888,0.000002242052,0.000004583255,0.002411678],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9679316,"threshold_uncertainty_score":0.3202595,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}