{"meta":{"query_hash":"f6ffde96637b","filters":{"venue":"International Journal of the Sociology of Language"},"cohort_total":37,"direct_labels_cover":0,"predictions_cover":37,"exported":37,"export_cap":100000,"truncated":false,"label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"permalink":"https://metacan.xera.ac/q/f6ffde96637b","api":"https://metacan.xera.ac/api/v1/cohort?venue=International+Journal+of+the+Sociology+of+Language"},"results":[{"id":"W1973787172","doi":"10.1515/ijsl.2007.030","title":"The Canadian state and the empowerment of the Francophone minority communities regarding their economic development","year":2007,"lang":"en","type":"article","venue":"International Journal of the Sociology of Language","topic":"Canadian Identity and History","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"French; General partnership; State (computer science); Government (linguistics); Empowerment; Political science; Economic growth; Sociology; Public administration; Economics; Law; History; Linguistics","score_opus":0.008669218902427235,"score_gpt":0.25267111645447593,"score_spread":0.2440018975520487,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1973787172","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3935207,0.007980272,0.0009206469,0.07651567,0.00042148173,0.000062345076,0.00010980412,0.000017129338,0.5204519],"genre_scores_gemma":[0.98063,0.0014758232,0.00015349106,0.0014842688,0.000041238578,0.000006989952,0.000012849772,0.000003990975,0.016191393],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9973085,0.00066306535,0.000025845951,0.00014184602,0.00049259985,0.0013682977],"domain_scores_gemma":[0.9984275,0.00030093707,0.00013970243,0.000038784234,0.0003916236,0.0007014541],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0022197373,0.00027691168,0.00017447228,0.001068493,0.02447991,0.005888327,0.0006329477,0.0014933455,0.003823973],"category_scores_gemma":[0.002253249,0.00011946089,0.0001742495,0.0009957772,0.016219161,0.0013073935,0.0034205758,0.00156454,0.0001429737],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006546029,0.00005075563,0.017808383,0.00009573136,0.000015586054,0.0011116778,0.20948334,0.00043260114,0.0009181734,0.69939786,0.025533719,0.04508664],"study_design_scores_gemma":[0.000020637277,0.00003679898,0.035258535,0.00038640344,0.000023997105,0.00029040224,0.23857422,0.0004321772,0.00032805328,0.023788689,0.7007745,0.00008553686],"about_ca_topic_score_codex":0.9641544,"about_ca_topic_score_gemma":0.9841107,"teacher_disagreement_score":0.94526654,"about_ca_system_score_codex":0.05473345,"about_ca_system_score_gemma":0.07382511,"threshold_uncertainty_score":0},"labels":[],"label_agreement":null},{"id":"W1984660988","doi":"10.1515/ijsl.2006.067","title":"Native language and Internet usage","year":2006,"lang":"en","type":"article","venue":"International Journal of the Sociology of Language","topic":"Digital Platforms and Economics","field":"Business, Management and Accounting","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"The Internet; English language; Set (abstract data type); Linguistics; Computer science; First language; Sociology; World Wide Web","score_opus":0.007703373754536032,"score_gpt":0.22708861984493486,"score_spread":0.21938524609039883,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1984660988","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9865064,0.00063067937,0.00016526716,0.00045642108,0.000015216248,0.000007591255,0.00026076482,0.000008312995,0.0119494265],"genre_scores_gemma":[0.99813724,0.00017780992,0.000048712813,0.000059236216,0.00000841655,0.0000026060952,0.00008110225,0.0000038173202,0.0014810418],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998892,0.00033987607,0.000060007944,0.00011775547,0.00031015088,0.00028014934],"domain_scores_gemma":[0.9856873,0.005997557,0.0032021978,0.0005088461,0.0019229528,0.002681116],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00129751,0.00015148689,0.000268069,0.0015487308,0.0014316298,0.002358084,0.0003740769,0.00038390173,0.00908287],"category_scores_gemma":[0.012733643,0.00009555842,0.00021155066,0.0014347436,0.0013682299,0.001083916,0.0010314785,0.0006031567,0.0007169593],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006347348,0.00012769608,0.97973573,0.000038491016,0.000048095186,0.00043147398,0.007660921,0.00008271313,0.00024042664,0.0012886114,0.00064084405,0.009641425],"study_design_scores_gemma":[0.0000053921594,0.00006713856,0.9853918,0.000056488472,0.00002337004,0.0005722478,0.009266155,0.00024488612,0.00013651731,0.00052734703,0.0036887962,0.000019903207],"about_ca_topic_score_codex":0.15293157,"about_ca_topic_score_gemma":0.20408145,"teacher_disagreement_score":0.15293157,"about_ca_system_score_codex":0.0013739204,"about_ca_system_score_gemma":0.0011915234,"threshold_uncertainty_score":0.3040828},"labels":[],"label_agreement":null},{"id":"W1995966424","doi":"10.1515/ijsl.2008.054","title":"Immigrants in Spain: sociolinguistic issues","year":2008,"lang":"en","type":"article","venue":"International Journal of the Sociology of Language","topic":"Immigration and Intercultural Education","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Immigration; Quarter (Canadian coin); Population; Curriculum; Sociology; Competence (human resources); Political science; Demographic economics; Economic growth; Geography; Demography; Psychology; Pedagogy; Economics; Law; Social psychology","score_opus":0.02736823900293967,"score_gpt":0.3773136883340434,"score_spread":0.3499454493311037,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1995966424","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.44640377,0.18285851,0.0007958754,0.1220401,0.0033732266,0.000063982065,0.00019948013,0.000052870782,0.24421224],"genre_scores_gemma":[0.90665895,0.061302774,0.00040803282,0.007814349,0.0014599668,0.00004871269,0.00015648785,0.000021104092,0.02212956],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9987632,0.00061163155,0.000051462095,0.00007254073,0.00014335013,0.0003578141],"domain_scores_gemma":[0.99918,0.0001948189,0.00013572254,0.000020765703,0.00016457327,0.00030411268],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017950253,0.00033302122,0.00038057484,0.0025170122,0.006025969,0.006271816,0.000818268,0.0022410129,0.0040750927],"category_scores_gemma":[0.0014182451,0.00012328179,0.0002717649,0.0027171413,0.0055996845,0.0017748771,0.0035017245,0.0017839344,0.00048036705],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017784789,0.00048190964,0.05610177,0.001385162,0.00003794249,0.009485461,0.48189896,0.0004720876,0.0013161347,0.16915245,0.043587536,0.23590265],"study_design_scores_gemma":[0.0000149770585,0.00011927646,0.077840865,0.0018440835,0.000018805622,0.0018528359,0.51771015,0.00011954453,0.00011228114,0.010998677,0.38932666,0.000041855765],"about_ca_topic_score_codex":0.05495639,"about_ca_topic_score_gemma":0.055042043,"teacher_disagreement_score":0.05495639,"about_ca_system_score_codex":0.0054076025,"about_ca_system_score_gemma":0.005535133,"threshold_uncertainty_score":0.10927302},"labels":[],"label_agreement":null},{"id":"W1999343292","doi":"10.1515/ijsl.2007.029","title":"Bilingual schooling of the Canadian Francophone minority: a cultural autonomy model","year":2007,"lang":"en","type":"article","venue":"International Journal of the Sociology of Language","topic":"Canadian Identity and History","field":"Social Sciences","cited_by":36,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Autonomy; French; Neuroscience of multilingualism; Sociology; Bilingual education; Legitimacy; Ideology; Gender studies; French immersion; Minority language; Biculturalism; Vitality; Political science; Linguistics; Politics; Pedagogy; Law","score_opus":0.012279005286541803,"score_gpt":0.2967602859385527,"score_spread":0.2844812806520109,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1999343292","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5164381,0.0008785506,0.004479194,0.021431187,0.00008634584,0.00006989658,0.00010612174,0.000016418307,0.45649418],"genre_scores_gemma":[0.99543875,0.0001617011,0.0003038478,0.00022867712,0.000013791928,0.0000084208805,0.000011047198,0.0000018691868,0.0038319994],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9987042,0.00028094684,0.000021396509,0.00010315723,0.00030047836,0.0005897478],"domain_scores_gemma":[0.99874073,0.0002497174,0.00011669603,0.0000501821,0.00026950004,0.000573123],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011499253,0.00027420698,0.00015084705,0.0011376564,0.008698863,0.0026257406,0.00080854533,0.00086064806,0.003394087],"category_scores_gemma":[0.0017597794,0.0000957265,0.00028401305,0.00062220177,0.009970298,0.0015614303,0.0025280435,0.001004357,0.00015852386],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004593353,0.00007147579,0.014416692,0.00003507112,0.000005931474,0.0005851364,0.04551983,0.0010695292,0.0004372992,0.9198039,0.0021162862,0.015893035],"study_design_scores_gemma":[0.00014633812,0.00019699197,0.099294476,0.0006253732,0.00008795611,0.001118452,0.18412532,0.013591473,0.0007340459,0.46799833,0.23192404,0.00015720734],"about_ca_topic_score_codex":0.8506515,"about_ca_topic_score_gemma":0.84861255,"teacher_disagreement_score":0.1493485,"about_ca_system_score_codex":0.029873487,"about_ca_system_score_gemma":0.03384352,"threshold_uncertainty_score":0.30045605},"labels":[],"label_agreement":null},{"id":"W2016829811","doi":"10.1515/ijsl-2014-0008","title":"Bilingual winks and bilingual wordplay in Montreal's linguistic landscape","year":2014,"lang":"en","type":"article","venue":"International Journal of the Sociology of Language","topic":"Linguistic and Sociocultural Studies","field":"Social Sciences","cited_by":56,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université de Montréal","funders":"Insight SFI Research Centre for Data Analytics","keywords":"Linguistic landscape; Signage; Legislation; Linguistics; Nothing; Revels; Population; Covert; Politics; Neuroscience of multilingualism; Sociology; History; Political science; Law; Art; Art history; Visual arts; Philosophy","score_opus":0.010230219285602237,"score_gpt":0.3166843262351709,"score_spread":0.30645410694956865,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2016829811","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92180157,0.00032149337,0.00021358965,0.002717431,0.000034923527,0.000015195232,0.00011134986,0.000023743592,0.074760735],"genre_scores_gemma":[0.9972631,0.000039784078,0.000041293453,0.00007768417,0.0000029254772,0.000003733106,0.000014150239,0.000008443872,0.0025488425],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9986518,0.00047988884,0.000020749343,0.00013666035,0.0002154382,0.0004954998],"domain_scores_gemma":[0.99835855,0.00030959587,0.0002284816,0.00006917602,0.00031357555,0.0007205764],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00091430306,0.000266888,0.00030913425,0.0012383307,0.012998315,0.00773253,0.00095446705,0.0008134414,0.014929774],"category_scores_gemma":[0.0025180755,0.00020652504,0.0001424957,0.0014300498,0.012113634,0.0023346315,0.00433338,0.0012146778,0.00040176243],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00027789082,0.00021990754,0.061730422,0.000087569664,0.000028526501,0.0024350428,0.79737586,0.00027431364,0.0022747389,0.09775086,0.015446841,0.022097986],"study_design_scores_gemma":[0.00004627664,0.00006630138,0.11118259,0.00009363734,0.000017387203,0.00031161544,0.8190221,0.00050984544,0.00037753812,0.0059846463,0.062307477,0.000080605816],"about_ca_topic_score_codex":0.8299417,"about_ca_topic_score_gemma":0.93136895,"teacher_disagreement_score":0.17005831,"about_ca_system_score_codex":0.029504137,"about_ca_system_score_gemma":0.0100868335,"threshold_uncertainty_score":0.34211957},"labels":[],"label_agreement":null},{"id":"W2043023202","doi":"10.1515/ijsl.2007.028","title":"Anglo-Quebec today: looking at community and schooling issues","year":2007,"lang":"en","type":"article","venue":"International Journal of the Sociology of Language","topic":"Canadian Identity and History","field":"Social Sciences","cited_by":68,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Vitality; Multiculturalism; Sociology; Political science; Economic growth; Gender studies; Pedagogy","score_opus":0.01231099847539774,"score_gpt":0.31615083875900374,"score_spread":0.303839840283606,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2043023202","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.67046005,0.01646325,0.0005670339,0.13319759,0.0005118649,0.00007270462,0.00055107445,0.000045441797,0.17813107],"genre_scores_gemma":[0.9727183,0.0027564077,0.00015793034,0.0050665615,0.00009305264,0.00002760401,0.00012416102,0.000015584206,0.019040406],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9974311,0.0005900575,0.000024824465,0.00015796351,0.0002851808,0.0015108894],"domain_scores_gemma":[0.9957074,0.00045094622,0.0002197292,0.000063468586,0.0012579244,0.0023005295],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016300939,0.00034401077,0.00047307782,0.0026568903,0.030219583,0.008559063,0.002195327,0.0025219626,0.011126057],"category_scores_gemma":[0.002186114,0.00018279697,0.0003468531,0.0032850949,0.010111384,0.004308346,0.0033784248,0.0034362336,0.0004108415],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008374289,0.00047856304,0.11914938,0.0003210989,0.00005236594,0.0031089522,0.57541275,0.0003316764,0.0007747969,0.15200298,0.064025745,0.08425783],"study_design_scores_gemma":[0.0000100235275,0.000039412662,0.12876257,0.0005047316,0.000024145933,0.00020548758,0.72269833,0.00020919146,0.000106749,0.0036546565,0.14373712,0.000047521753],"about_ca_topic_score_codex":0.9884602,"about_ca_topic_score_gemma":0.9953583,"teacher_disagreement_score":0.08372571,"about_ca_system_score_codex":0.08372571,"about_ca_system_score_gemma":0.053150795,"threshold_uncertainty_score":0.6074754},"labels":[],"label_agreement":null},{"id":"W2282546739","doi":"10.1515/ijsl-2015-0026","title":"The language of power: a content analysis of presidential addresses in North America and the Former Soviet Union, 1993–2012","year":2015,"lang":"en","type":"article","venue":"International Journal of the Sociology of Language","topic":"Political Influence and Corporate Strategies","field":"Business, Management and Accounting","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Presidential system; Convergence (economics); Politics; Content analysis; Context (archaeology); Soviet union; Political science; Power (physics); Political economy; Liberalism; Presidential election; Economic history; Economic system; Economy; Sociology; Social science; Economics; Economic growth; Law; History","score_opus":0.030975154748190882,"score_gpt":0.29142060917761964,"score_spread":0.26044545442942874,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2282546739","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.995899,0.00028210634,0.00013452387,0.00035654116,0.000023095497,0.000028773278,0.00022690397,0.0000045579286,0.0030445177],"genre_scores_gemma":[0.9981041,0.00038269756,0.00020530957,0.00006736603,0.000034747874,0.000071021605,0.00038793366,0.000011382361,0.0007354035],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.997735,0.0010340145,0.00023009951,0.00017733804,0.000568435,0.00025502895],"domain_scores_gemma":[0.9813851,0.011976914,0.0027330392,0.0003160116,0.0030712888,0.0005175986],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0038218559,0.00023461359,0.00036178832,0.006189481,0.0024940027,0.0033289872,0.0004610375,0.0004706337,0.0012941394],"category_scores_gemma":[0.018413076,0.00019508284,0.000138768,0.007844202,0.0024719683,0.0017586732,0.002286391,0.0007086087,0.00015684022],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009852273,0.00008135357,0.11486743,0.0003600744,0.000021826925,0.00038492068,0.8516275,0.000086589935,0.0015348879,0.002108768,0.0016760982,0.027152007],"study_design_scores_gemma":[0.000004655872,0.000042198888,0.29646802,0.0002640184,0.000020463403,0.0001222157,0.6871561,0.00022092636,0.0005967738,0.0002707257,0.014818055,0.000015916925],"about_ca_topic_score_codex":0.01726591,"about_ca_topic_score_gemma":0.024214825,"teacher_disagreement_score":0.01726591,"about_ca_system_score_codex":0.0036356705,"about_ca_system_score_gemma":0.0031517313,"threshold_uncertainty_score":0.034330845},"labels":[],"label_agreement":null},{"id":"W2302149076","doi":"10.1515/ijsl-2015-0030","title":"Perceptions about being Japanese and Christian in Canada","year":2015,"lang":"en","type":"article","venue":"International Journal of the Sociology of Language","topic":"Religion and Society Interactions","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Homeland; Christianity; Perception; Ethnic group; Gender studies; Sociology; Political science; Religious studies; Psychology; Anthropology; Law; Philosophy","score_opus":0.013861798818962545,"score_gpt":0.33157241421642786,"score_spread":0.3177106153974653,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2302149076","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9808806,0.0003649811,0.000056384943,0.0034707393,0.00005543798,0.00002155553,0.0002484688,0.0000047712447,0.014896953],"genre_scores_gemma":[0.9977431,0.0003578707,0.000035528286,0.00041915648,0.0000066808284,0.000004560163,0.000070222886,0.0000034218074,0.0013595248],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.99793315,0.00029054124,0.00008155867,0.0001307912,0.0008359097,0.0007279765],"domain_scores_gemma":[0.9887793,0.0007968682,0.0014319585,0.00011963269,0.003313567,0.005558627],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015103121,0.0002132819,0.0002587659,0.001593903,0.009859916,0.0031153874,0.0007059301,0.00064263004,0.006443253],"category_scores_gemma":[0.0061297924,0.00020691214,0.00030518012,0.002303061,0.00405356,0.00082624424,0.0021535791,0.0024119378,0.00022370966],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00023506526,0.00014978494,0.732014,0.00014138331,0.00010606706,0.000985513,0.23340929,0.0002329612,0.0012305897,0.004766561,0.009672518,0.017056433],"study_design_scores_gemma":[0.000017987206,0.00006239747,0.5826922,0.0002278841,0.000040762578,0.00018779741,0.39455247,0.00024157457,0.00022159092,0.00045010084,0.021187555,0.00011766371],"about_ca_topic_score_codex":0.9887117,"about_ca_topic_score_gemma":0.99219346,"teacher_disagreement_score":0.028773744,"about_ca_system_score_codex":0.028773744,"about_ca_system_score_gemma":0.041554112,"threshold_uncertainty_score":0.20876908},"labels":[],"label_agreement":null},{"id":"W2322951636","doi":"10.1515/ijsl-2013-0035","title":"Reconstructing heritage language: resolving dilemmas in language maintenance for Sri Lankan Tamil migrants","year":2013,"lang":"en","type":"article","venue":"International Journal of the Sociology of Language","topic":"Multilingual Education and Policy","field":"Social Sciences","cited_by":66,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Tamil; Heritage language; Homeland; Ethnic group; Sociology; Identity (music); Gender studies; Pidgin; Language policy; Language planning; Linguistics; Political science; Anthropology; Pedagogy; Aesthetics; Law; Art; Politics","score_opus":0.030652710574862543,"score_gpt":0.4187124778698719,"score_spread":0.3880597672950094,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2322951636","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9697786,0.0011287314,0.0003530929,0.01606401,0.000064674336,0.000021926682,0.00001271632,0.000013328407,0.012562984],"genre_scores_gemma":[0.99717367,0.00050261006,0.00030983295,0.0006788016,0.000019724397,0.000016979511,0.000008149546,0.0000054734446,0.0012847267],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9965578,0.001968033,0.00008105487,0.00010594631,0.00012681757,0.0011604304],"domain_scores_gemma":[0.9971462,0.000802389,0.0004867633,0.00014077216,0.00032206965,0.0011018601],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0046209786,0.000398781,0.00028827286,0.0009413137,0.015481487,0.007950151,0.001737328,0.002379552,0.0040162094],"category_scores_gemma":[0.0064986176,0.00028887403,0.00030110285,0.0007493589,0.010817566,0.0063483897,0.007954466,0.0027008948,0.00030202977],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006570754,0.00005963031,0.023924692,0.00015651737,0.000011131896,0.0033994478,0.9292649,0.000066472,0.00081848755,0.013395483,0.0023567877,0.026480708],"study_design_scores_gemma":[0.000004439075,0.00003917786,0.0043138103,0.000119383156,0.0000049305536,0.00037938496,0.9831803,0.000033278462,0.000114998904,0.0013765484,0.010423793,0.000010002733],"about_ca_topic_score_codex":0.01916133,"about_ca_topic_score_gemma":0.033157114,"teacher_disagreement_score":0.01916133,"about_ca_system_score_codex":0.0036517214,"about_ca_system_score_gemma":0.009083388,"threshold_uncertainty_score":0.038099647},"labels":[],"label_agreement":null},{"id":"W2330205722","doi":"10.1515/ijsl-2012-0048","title":"Kurdish in Iran: A case of restricted and controlled tolerance","year":2012,"lang":"en","type":"article","venue":"International Journal of the Sociology of Language","topic":"Turkey's Politics and Society","field":"Social Sciences","cited_by":108,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University","funders":"","keywords":"Persian; Language policy; Multilingualism; Official language; Islam; Monarchy; Context (archaeology); Turkish; State (computer science); Political science; Islamic republic; Sociology; Linguistics; Political economy; Politics; Law; History","score_opus":0.01676188569365835,"score_gpt":0.3506613822093964,"score_spread":0.3338994965157381,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2330205722","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9564639,0.0007929227,0.00033584624,0.007832459,0.00014418735,0.000029054276,0.000012952182,0.000011788227,0.034376886],"genre_scores_gemma":[0.99759007,0.00020916334,0.0000637872,0.00083515706,0.000050199444,0.000011088222,0.00000406168,0.0000034494312,0.0012330285],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99786633,0.00067747425,0.00006231731,0.00013289505,0.0002933479,0.0009676859],"domain_scores_gemma":[0.9989378,0.0002879557,0.0003288385,0.000077456345,0.00010114339,0.0002669031],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015117164,0.0003465495,0.00048738928,0.0010833658,0.0115062725,0.003569861,0.0012062398,0.0026223462,0.0022700194],"category_scores_gemma":[0.0029602607,0.0002836726,0.0003526053,0.0014795674,0.015150245,0.0015040683,0.0053749233,0.0037473799,0.00022865445],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00033919243,0.0003383287,0.043960158,0.0002100335,0.000080431986,0.11211117,0.43691605,0.0006193667,0.0017491971,0.35868603,0.009635841,0.035354286],"study_design_scores_gemma":[0.00020647132,0.0002689488,0.0400005,0.0004130031,0.000096893986,0.060047757,0.6815602,0.0014860024,0.0009455186,0.05483822,0.15999532,0.00014120273],"about_ca_topic_score_codex":0.0150620425,"about_ca_topic_score_gemma":0.01615999,"teacher_disagreement_score":0.0150620425,"about_ca_system_score_codex":0.0038050073,"about_ca_system_score_gemma":0.003563269,"threshold_uncertainty_score":0.029948711},"labels":[],"label_agreement":null},{"id":"W2330919256","doi":"10.1515/ijsl-2002-1000","title":"Attitudes toward Spanish language maintenance or shift (LMLS) in the Lower Rio Grande Valley of South Texas","year":2002,"lang":"en","type":"article","venue":"International Journal of the Sociology of Language","topic":"Multilingual Education and Policy","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"York University","keywords":"Language shift; History; Sociology; Linguistics; Political science; Geography; Philosophy","score_opus":0.06540155440355568,"score_gpt":0.42238775338357004,"score_spread":0.3569861989800144,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2330919256","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99782974,0.00003755804,0.000011320295,0.0007679173,0.0000047431895,0.0000039984843,0.000028600894,0.0000010301906,0.0013150014],"genre_scores_gemma":[0.99761415,0.00007167565,0.000021154914,0.00020129018,0.000005464521,0.0000097610355,0.000047812842,0.000001880304,0.0020268483],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99959,0.00012372278,0.000011103163,0.000058170033,0.000046049212,0.00017105932],"domain_scores_gemma":[0.9984125,0.00025179345,0.00043900407,0.00003770706,0.00022331715,0.0006357317],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007045862,0.00010838401,0.0001222515,0.00040612355,0.0018355786,0.001172116,0.0006405163,0.0005564075,0.0042259293],"category_scores_gemma":[0.0023069507,0.000116503994,0.0001258969,0.00041892883,0.0015835032,0.00060269295,0.0012634456,0.0007643397,0.00027715918],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020149612,0.0002666746,0.85129386,0.000064513966,0.000024915034,0.0006123869,0.12588976,0.00018969976,0.0013862269,0.0017267856,0.0039582704,0.014385454],"study_design_scores_gemma":[0.000011002939,0.00010351225,0.74501795,0.000058844886,0.00000877912,0.00006886229,0.2484324,0.00014218311,0.00016352725,0.0001612629,0.0058196275,0.000012015002],"about_ca_topic_score_codex":0.3252336,"about_ca_topic_score_gemma":0.46773994,"teacher_disagreement_score":0.3252336,"about_ca_system_score_codex":0.0030219448,"about_ca_system_score_gemma":0.0023086031,"threshold_uncertainty_score":0.6466811},"labels":[],"label_agreement":null},{"id":"W2347148021","doi":"10.1515/ijsl-2016-0013","title":"Linguistic exogamy and language shift in the northwest Amazon","year":2016,"lang":"en","type":"article","venue":"International Journal of the Sociology of Language","topic":"Multilingual Education and Policy","field":"Social Sciences","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Exogamy; Language shift; Linguistics; Multilingualism; Residence; Sociology; Acculturation; Sociocultural evolution; Descent (aeronautics); Language ideology; Linguistic demography; Geography; Anthropology; Ethnic group; Ideology; Sociology of language; Demography; Natural language; Political science; Politics; Philosophy","score_opus":0.029684114653463024,"score_gpt":0.43278868635640727,"score_spread":0.4031045717029442,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2347148021","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98170334,0.00022548603,0.000314658,0.0020626835,0.0000075250377,0.0000049706828,0.00002057848,0.0000047911212,0.015655953],"genre_scores_gemma":[0.9995776,0.000040984407,0.000042723983,0.000035526227,0.0000023018106,0.0000018669612,0.0000025527074,0.0000013567376,0.00029516232],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9990879,0.0004714433,0.000028835753,0.00010138005,0.00012146918,0.00018893059],"domain_scores_gemma":[0.99869734,0.00043999788,0.00040343683,0.00007814128,0.00021333393,0.00016768374],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000799095,0.000070141476,0.00017605402,0.00051193574,0.0036669667,0.0020873733,0.00053464546,0.00043395426,0.0038170188],"category_scores_gemma":[0.00314831,0.00010782848,0.00006250691,0.00074298104,0.0062671225,0.0023886156,0.0037446592,0.0011103981,0.000111454385],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00028422347,0.00018227489,0.10213498,0.00022785351,0.000019460611,0.0028331475,0.63462013,0.0002626703,0.014285288,0.19663277,0.0011764255,0.047340743],"study_design_scores_gemma":[0.00003362058,0.000103204235,0.26633415,0.00017707045,0.000016405329,0.0013241802,0.6146737,0.0012679052,0.0023589716,0.054018617,0.059646446,0.000045859713],"about_ca_topic_score_codex":0.021236898,"about_ca_topic_score_gemma":0.03976765,"teacher_disagreement_score":0.021236898,"about_ca_system_score_codex":0.0029594093,"about_ca_system_score_gemma":0.0015542182,"threshold_uncertainty_score":0.042226553},"labels":[],"label_agreement":null},{"id":"W2743415012","doi":"10.1515/ijsl-2017-0037","title":"Reconsidering language shift within Singapore’s Chinese community: A Bourdieusian analysis","year":2017,"lang":"en","type":"article","venue":"International Journal of the Sociology of Language","topic":"Multilingual Education and Policy","field":"Social Sciences","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Crandall University","funders":"","keywords":"Language shift; Mandarin Chinese; Narrative; Sociology; Chinese community; Linguistics; Census; Gender studies; Political science; China; Demography; Law; Philosophy","score_opus":0.08691123842355183,"score_gpt":0.49009142055695776,"score_spread":0.4031801821334059,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2743415012","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95935494,0.00027325095,0.0006013141,0.0037390655,0.000032413922,0.000026676063,0.00003821097,0.0000063043317,0.035927966],"genre_scores_gemma":[0.9987956,0.0000544144,0.000073726944,0.00009881782,0.000007795674,0.0000095704245,0.000011387966,0.000003438345,0.0009452357],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99725515,0.0015539349,0.000050314175,0.00021136344,0.0002594413,0.00066982646],"domain_scores_gemma":[0.99698144,0.0014545673,0.00033319852,0.00021313745,0.00040208758,0.00061553874],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0038209008,0.00049829786,0.00046669255,0.0032642502,0.017520668,0.008188936,0.0018235093,0.0020552012,0.004430887],"category_scores_gemma":[0.003342659,0.00027380625,0.0003111781,0.0039182818,0.027282754,0.0069248355,0.0071344483,0.00302574,0.0001877063],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000041963278,0.00003160563,0.0062093935,0.000027456172,0.000008833642,0.0009185885,0.9031299,0.00009939677,0.0002686809,0.08543368,0.00053156726,0.0032989935],"study_design_scores_gemma":[0.000008621716,0.000026816731,0.008474636,0.00004058426,0.0000092169075,0.00007869438,0.9680665,0.00055939367,0.0001920363,0.012786784,0.009742745,0.000013944402],"about_ca_topic_score_codex":0.11403242,"about_ca_topic_score_gemma":0.14716631,"teacher_disagreement_score":0.11403242,"about_ca_system_score_codex":0.017460898,"about_ca_system_score_gemma":0.008738318,"threshold_uncertainty_score":0.22673732},"labels":[],"label_agreement":null},{"id":"W2745657127","doi":"10.1515/ijsl-2017-0029","title":"Language is me: Language maintenance in Chipilo, Mexico","year":2017,"lang":"en","type":"article","venue":"International Journal of the Sociology of Language","topic":"Multilingual Education and Policy","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Identity (music); Psychology; Sociology; Linguistics; Demography; Art","score_opus":0.03855423037510148,"score_gpt":0.4732042929185026,"score_spread":0.4346500625434011,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2745657127","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9993431,0.00005332671,0.000008463169,0.00009765861,0.0000017917803,0.0000017548265,0.0000057125744,3.4653982e-7,0.00048780921],"genre_scores_gemma":[0.9994686,0.000104200495,0.000018375402,0.000044311317,0.0000021260123,0.000003293727,0.000009437753,3.8303216e-7,0.00034928016],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.99979454,0.00006563549,0.0000066390853,0.000027194688,0.000027946688,0.000078047844],"domain_scores_gemma":[0.999516,0.00011431125,0.0002147803,0.000021292146,0.000041331048,0.00009225357],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00045177076,0.00013921423,0.00015881118,0.00039309598,0.0022816001,0.0011061049,0.00031911687,0.00035456984,0.0015745942],"category_scores_gemma":[0.0010015344,0.000104886385,0.00008072195,0.00035109688,0.0011200961,0.00056434434,0.0010133509,0.0006052234,0.000061692714],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021932909,0.00023997249,0.6732289,0.00011116033,0.000024109513,0.0016127926,0.29262495,0.000041144627,0.0031155385,0.0011800313,0.00078056846,0.026821494],"study_design_scores_gemma":[0.0000072526723,0.00012779894,0.6390804,0.000053424148,0.000018465322,0.00042732252,0.3553007,0.00007959363,0.00026857128,0.00010696101,0.004521516,0.0000080398595],"about_ca_topic_score_codex":0.047085095,"about_ca_topic_score_gemma":0.08165553,"teacher_disagreement_score":0.047085095,"about_ca_system_score_codex":0.0009892432,"about_ca_system_score_gemma":0.00074159954,"threshold_uncertainty_score":0.09362209},"labels":[],"label_agreement":null},{"id":"W2772605474","doi":"10.1515/ijsl-2017-0040","title":"Faetar null subjects: a variationist study of a heritage language in contact","year":2017,"lang":"en","type":"article","venue":"International Journal of the Sociology of Language","topic":"Linguistic Variation and Morphology","field":"Social Sciences","cited_by":31,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Subject (documents); Linguistics; Subject pronoun; Pronoun; Syntax; Personal pronoun; Reflexive pronoun; Variety (cybernetics); Inflection; History; Variation (astronomy); Psychology; Computer science; Philosophy; Artificial intelligence","score_opus":0.023075603313658145,"score_gpt":0.37045907910777703,"score_spread":0.3473834757941189,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2772605474","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9985165,0.000024060455,0.00004250685,0.000028340224,0.0000010877634,0.000004240605,0.000025086627,0.000001775509,0.0013563421],"genre_scores_gemma":[0.9987525,0.00003238234,0.000064205946,0.000019966854,0.0000033831782,0.0000055194405,0.000046038367,0.000005726506,0.001070337],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9990746,0.00031662706,0.000032448996,0.00019113175,0.00015845877,0.0002268073],"domain_scores_gemma":[0.99879885,0.00064760214,0.00017608496,0.00012267777,0.00011567829,0.000139045],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00093344453,0.0003839455,0.00068314065,0.002394912,0.0050269896,0.002442529,0.00074708264,0.00077245024,0.003887533],"category_scores_gemma":[0.002269256,0.00035536342,0.0001763973,0.002740843,0.0027882298,0.001342326,0.002335968,0.00097181316,0.00044541302],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019092066,0.00029713183,0.1327306,0.000036374273,0.000015984051,0.0050642667,0.84330076,0.000036734877,0.0047930665,0.0032983886,0.00036923433,0.009866483],"study_design_scores_gemma":[0.000017902783,0.00034749552,0.3603003,0.000027060127,0.000023884462,0.004415488,0.6253003,0.00028192808,0.0012284267,0.0006915514,0.007320798,0.000044836743],"about_ca_topic_score_codex":0.06749284,"about_ca_topic_score_gemma":0.11388764,"teacher_disagreement_score":0.06749284,"about_ca_system_score_codex":0.0022766243,"about_ca_system_score_gemma":0.000770418,"threshold_uncertainty_score":0.13419998},"labels":[],"label_agreement":null},{"id":"W2774841556","doi":"10.1515/ijsl-2017-0048","title":"Du patois à l’« harpetan », entre (petite) patrie et nation imaginée: le discours sur le francoprovençal dans le<i>Journal de Genève</i>(1826–1998)","year":2017,"lang":"en","type":"article","venue":"International Journal of the Sociology of Language","topic":"Linguistics, Language Diversity, and Identity","field":"Arts and Humanities","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Humanities; Space (punctuation); National identity; Art; History; Ethnology; Linguistics; Political science; Politics; Philosophy; Law","score_opus":0.013807184528675754,"score_gpt":0.24635728948577854,"score_spread":0.2325501049571028,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2774841556","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7934288,0.019607447,0.0009710024,0.030965693,0.0011125652,0.00004048964,0.0006964346,0.00005578125,0.15312184],"genre_scores_gemma":[0.9863622,0.0020545605,0.00019214702,0.0004963295,0.00023586571,0.000023885126,0.00013497614,0.000031302232,0.010468653],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9981323,0.0009321995,0.000059601873,0.0002472607,0.00040206546,0.00022659512],"domain_scores_gemma":[0.9929559,0.0053736717,0.00063154433,0.00018446767,0.00050924806,0.00034513275],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002140132,0.0003843606,0.0002925592,0.0018639428,0.007384785,0.0057325643,0.00043376317,0.0014283919,0.0053617293],"category_scores_gemma":[0.006477701,0.00029914195,0.00010353433,0.002124489,0.006762464,0.0023891248,0.0015589746,0.00261799,0.00040886938],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002625028,0.00006242331,0.015838567,0.00053485093,0.000026944064,0.0027763068,0.79422504,0.00014282147,0.003863463,0.10975524,0.040148612,0.03236319],"study_design_scores_gemma":[0.000013213248,0.00003992545,0.035916157,0.00036105516,0.0000070795472,0.0007622705,0.1169196,0.00007701668,0.00072216685,0.0007734357,0.84438246,0.000025586498],"about_ca_topic_score_codex":0.07236576,"about_ca_topic_score_gemma":0.11464061,"teacher_disagreement_score":0.07236576,"about_ca_system_score_codex":0.0069714137,"about_ca_system_score_gemma":0.0026321746,"threshold_uncertainty_score":0.14388907},"labels":[],"label_agreement":null},{"id":"W2910516087","doi":"10.1515/ijsl-2018-2002","title":"Changing orientations to heritage language: The practice-based ideology of Sri Lankan Tamil diaspora families","year":2019,"lang":"en","type":"article","venue":"International Journal of the Sociology of Language","topic":"Multilingual Education and Policy","field":"Social Sciences","cited_by":29,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Tamil; Sociology; Diaspora; Heritage language; Ideology; Indexicality; Language ideology; Social practice; Linguistics; Local language; Gender studies; Pedagogy; Political science; Computer science; History; Politics; Law","score_opus":0.021368925159155425,"score_gpt":0.4405626988147619,"score_spread":0.41919377365560645,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2910516087","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9927335,0.00012420212,0.00014939818,0.000622958,0.000007947658,0.000008339963,0.000004765628,0.000002764776,0.0063461233],"genre_scores_gemma":[0.9995339,0.000055853998,0.000045520064,0.000043031654,0.0000015180273,0.0000042892048,0.0000016636181,0.0000013029726,0.00031288067],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9964971,0.0022352457,0.00009253519,0.00020618831,0.00020315956,0.0007658356],"domain_scores_gemma":[0.9977912,0.0010124422,0.00039705436,0.00016204767,0.0002460088,0.00039135013],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0038680825,0.0003659678,0.00024290447,0.0013808584,0.009873984,0.0055733914,0.0009260596,0.00066675094,0.0024277996],"category_scores_gemma":[0.0035979692,0.00027165635,0.00016426657,0.00090984325,0.016519032,0.0019240297,0.005239177,0.0014788932,0.00014147838],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000020128695,0.00001894891,0.009069505,0.000027846001,0.000004203348,0.00081154006,0.980445,0.00001920397,0.00065458496,0.005251052,0.00013567299,0.0035422891],"study_design_scores_gemma":[0.0000015993277,0.00001844383,0.0034036266,0.000034950077,0.0000031922575,0.00018044031,0.9933495,0.000029010462,0.00013164095,0.00034316714,0.0024979538,0.0000065036893],"about_ca_topic_score_codex":0.020150991,"about_ca_topic_score_gemma":0.025634374,"teacher_disagreement_score":0.020150991,"about_ca_system_score_codex":0.004219565,"about_ca_system_score_gemma":0.0029356608,"threshold_uncertainty_score":0.040067375},"labels":[],"label_agreement":null},{"id":"W2944537095","doi":"10.1515/ijsl-2017-0038","title":"An overview of Francoprovençal vitality in Europe and North America","year":2017,"lang":"en","type":"article","venue":"International Journal of the Sociology of Language","topic":"Multilingual Education and Policy","field":"Social Sciences","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Vitality; Safeguarding; Variety (cybernetics); History; Endangered species; Geography; Scale (ratio); Ethnology; Linguistics; Genealogy; Demography; Sociology; Computer science; Cartography; Medicine; Population; Philosophy","score_opus":0.09377322235990897,"score_gpt":0.5086988374350474,"score_spread":0.4149256150751384,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2944537095","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.13639936,0.73932517,0.0012397155,0.00892791,0.0009231037,0.000043696706,0.002690006,0.000078547775,0.110372484],"genre_scores_gemma":[0.5145638,0.46798113,0.002784966,0.0018118914,0.00064131233,0.000058542504,0.003027898,0.00004894802,0.009081542],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.99942964,0.00012053523,0.0000787889,0.00009452847,0.00013819801,0.0001383634],"domain_scores_gemma":[0.9978962,0.00086225366,0.00047234175,0.00005145912,0.0005663449,0.00015136869],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014159497,0.0003996424,0.0002305177,0.007977588,0.0010981284,0.0019984304,0.00039878217,0.0004895721,0.0036378286],"category_scores_gemma":[0.0016367394,0.00014994845,0.00019965411,0.007898338,0.00078767,0.0017852326,0.0008287047,0.0005181815,0.00026343818],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012996602,0.00008065373,0.05359343,0.005382328,0.00008033407,0.0010590334,0.013507325,0.00042035803,0.0018109186,0.028414961,0.035696782,0.8598239],"study_design_scores_gemma":[0.0000026087012,0.00007636338,0.17857897,0.005704031,0.000040123454,0.0013240526,0.010295057,0.00013700128,0.00043631523,0.0013378687,0.8020151,0.000052513016],"about_ca_topic_score_codex":0.07266994,"about_ca_topic_score_gemma":0.07015014,"teacher_disagreement_score":0.9273301,"about_ca_system_score_codex":0.002403627,"about_ca_system_score_gemma":0.003030843,"threshold_uncertainty_score":0.14449388},"labels":[],"label_agreement":null},{"id":"W3028948256","doi":"10.1515/ijsl-2020-2085","title":"Race, language, and representations","year":2020,"lang":"en","type":"article","venue":"International Journal of the Sociology of Language","topic":"Multilingual Education and Policy","field":"Social Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"Academy of Korean Studies; Ministry of Education; Korean Studies Promotion Service","keywords":"Racialization; Race (biology); Sociology; Politics; Gender studies; Publics; Focus (optics); Space (punctuation); Sociolinguistics; Linguistics; Political science; Law","score_opus":0.053274309515114804,"score_gpt":0.49037742837275716,"score_spread":0.43710311885764236,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3028948256","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.2800268,0.012564064,0.004031933,0.08469804,0.0005343695,0.000015829048,0.00008550641,0.000034966357,0.61800843],"genre_scores_gemma":[0.99280727,0.0010640102,0.00023561374,0.0007163822,0.000068384405,0.000008328088,0.000008053153,0.000008471396,0.0050834045],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9963456,0.0027377496,0.000063278676,0.0002079618,0.00038724093,0.00025820077],"domain_scores_gemma":[0.99674356,0.0018536047,0.0005135649,0.00020709726,0.00033893992,0.00034319976],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0032447525,0.00019496422,0.00021145043,0.001390405,0.0050392635,0.00983714,0.00063368294,0.0012015497,0.006274596],"category_scores_gemma":[0.007900449,0.0001110754,0.00012333164,0.0012189785,0.020676758,0.005844605,0.004547398,0.001588396,0.0003247871],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000020014239,0.00003530337,0.0034278883,0.00003084855,0.000008137054,0.00008949159,0.08718387,0.000107894666,0.0001259301,0.892854,0.0037677493,0.012348798],"study_design_scores_gemma":[0.000016567179,0.000059090267,0.0095575,0.00061861466,0.000021717024,0.00024665034,0.19994862,0.00056929595,0.00048866816,0.54274887,0.24568091,0.000043582193],"about_ca_topic_score_codex":0.0076906015,"about_ca_topic_score_gemma":0.006566579,"teacher_disagreement_score":0.00983714,"about_ca_system_score_codex":0.002810999,"about_ca_system_score_gemma":0.0020239267,"threshold_uncertainty_score":0.02099067},"labels":[],"label_agreement":null},{"id":"W3031128614","doi":"10.1515/ijsl-2020-2090","title":"Sociolinguistic frontiers: Emancipation and equality","year":2020,"lang":"en","type":"article","venue":"International Journal of the Sociology of Language","topic":"Multilingual Education and Policy","field":"Social Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Sociolinguistics; Emancipation; Sociology; Inequality; Power (physics); Field (mathematics); Social inequality; Value (mathematics); Sociocultural linguistics; Linguistics; Gender studies; Political science; Law; Language education; Philosophy; Politics","score_opus":0.0747878744857312,"score_gpt":0.4784098603666771,"score_spread":0.4036219858809459,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3031128614","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.045243137,0.008638971,0.015772209,0.23676181,0.0012546609,0.00003266377,0.000033794382,0.00005858948,0.6922041],"genre_scores_gemma":[0.97700447,0.0014892778,0.0013253796,0.004436742,0.00050579064,0.000037416754,0.000015309275,0.0000470637,0.015138627],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9835315,0.011091356,0.0003423273,0.0010092744,0.0020906925,0.0019347551],"domain_scores_gemma":[0.98513633,0.009870395,0.0008965495,0.0013930651,0.0013028258,0.0014008668],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.013801418,0.0003978672,0.000747246,0.0016084426,0.011824499,0.015849764,0.002027776,0.0048817373,0.009814246],"category_scores_gemma":[0.01585797,0.00019719875,0.00050551,0.0014549001,0.0896029,0.017186822,0.019870935,0.00764942,0.0010867686],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000036633753,0.0000081868475,0.000096308606,0.000011115238,0.0000010175495,0.00005510027,0.011848206,0.000022558032,0.000019952075,0.98347604,0.0011707373,0.0032871861],"study_design_scores_gemma":[0.000008347601,0.000012645521,0.00045776428,0.0001272803,0.000002169317,0.000109496286,0.024334317,0.00014528273,0.00016031139,0.8345338,0.14009811,0.0000103737675],"about_ca_topic_score_codex":0.003198329,"about_ca_topic_score_gemma":0.0031924162,"teacher_disagreement_score":0.015849764,"about_ca_system_score_codex":0.008011373,"about_ca_system_score_gemma":0.00713762,"threshold_uncertainty_score":0.0729897},"labels":[],"label_agreement":null},{"id":"W3032454332","doi":"10.1515/ijsl-2020-2075","title":"Scholarly committees as elite public action: The SSRC and the origins of sociolinguistics","year":2020,"lang":"en","type":"article","venue":"International Journal of the Sociology of Language","topic":"Historical Linguistics and Language Studies","field":"Arts and Humanities","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Sociolinguistics; Elite; Sociology; Political philosophy; Ideology; Politics; Media studies; Gender studies; Linguistics; Social science; Political science; Law; Philosophy","score_opus":0.05005814011242972,"score_gpt":0.3017754869633866,"score_spread":0.25171734685095687,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3032454332","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.24601382,0.011117797,0.01114685,0.1751036,0.0017702758,0.00009677501,0.000062011415,0.00021230993,0.55447656],"genre_scores_gemma":[0.9864905,0.0007769884,0.00066621037,0.0016278527,0.0005287329,0.00003341462,0.000009527181,0.00005315335,0.009813633],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.97971904,0.014831292,0.00047505525,0.0011110528,0.0020466538,0.0018168316],"domain_scores_gemma":[0.9504073,0.035214752,0.0035343848,0.0032542723,0.0042815176,0.0033077209],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.029667791,0.00028848374,0.00044092414,0.006197975,0.015780665,0.019246936,0.0014966932,0.003987124,0.0047538504],"category_scores_gemma":[0.030432303,0.00042712383,0.00028777885,0.0043686787,0.047477607,0.008397144,0.008358908,0.0053046215,0.0004785613],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000013523063,0.000026442855,0.00091793144,0.000022127002,0.0000033602291,0.0000805088,0.052574515,0.00016029128,0.00008545526,0.92952645,0.006039747,0.010549526],"study_design_scores_gemma":[0.000048498965,0.00006413064,0.007404991,0.0005252898,0.000016801618,0.00011581569,0.08307928,0.0018068034,0.00080146757,0.4039898,0.50208527,0.00006180866],"about_ca_topic_score_codex":0.012655955,"about_ca_topic_score_gemma":0.013833648,"teacher_disagreement_score":0.9842193,"about_ca_system_score_codex":0.018025162,"about_ca_system_score_gemma":0.010696169,"threshold_uncertainty_score":0.15690017},"labels":[],"label_agreement":null},{"id":"W3088577323","doi":"10.1515/ijsl-2020-2106","title":"Commentary: On affect and race under capitalism","year":2020,"lang":"en","type":"article","venue":"International Journal of the Sociology of Language","topic":"Language, Discourse, Communication Strategies","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Commodification; Affect (linguistics); Racialization; Race (biology); Capitalism; Perspective (graphical); Sociology; Voice; Gender studies; Media studies; Political science; Linguistics; Economy; Art; Law; Economics; Philosophy; Communication","score_opus":0.03522809374210931,"score_gpt":0.31763727326282787,"score_spread":0.28240917952071853,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3088577323","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00015050455,0.0018387485,0.0000550302,0.952634,0.0435755,0.000004988379,0.000046229678,0.00000895203,0.0016860951],"genre_scores_gemma":[0.0060284333,0.002144364,0.00010600009,0.91280437,0.075100414,0.00004235455,0.000024584151,0.000042794676,0.003706721],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.98803115,0.0052537248,0.0006610638,0.0021134524,0.0028316823,0.0011087595],"domain_scores_gemma":[0.93660897,0.050430495,0.0016115238,0.00095780316,0.008109404,0.0022817948],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009122314,0.0016322582,0.0021325082,0.0020056493,0.012200032,0.007018668,0.0065314695,0.057978183,0.010514034],"category_scores_gemma":[0.061829697,0.00084384077,0.0014834144,0.0021893461,0.017116545,0.008729307,0.0049762665,0.05311075,0.0050522406],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000022901959,0.0000043637847,0.00004364628,0.0000942214,0.0000069417383,0.00017952887,0.0010248161,0.000024897781,0.000043296135,0.005646003,0.9912287,0.0016806548],"study_design_scores_gemma":[0.00004847046,0.00002390007,0.00049226696,0.0013754517,0.000030256864,0.0002801166,0.0038942806,0.00012805656,0.00019644789,0.016092543,0.97737837,0.000059797232],"about_ca_topic_score_codex":0.052021235,"about_ca_topic_score_gemma":0.038948245,"teacher_disagreement_score":0.057978183,"about_ca_system_score_codex":0.011870888,"about_ca_system_score_gemma":0.011050556,"threshold_uncertainty_score":0.10343689},"labels":[],"label_agreement":null},{"id":"W3138309654","doi":"10.1515/ijsl-2020-0103","title":"Whose hearing matters? Context and regimes of perception in sociolinguistics","year":2021,"lang":"en","type":"article","venue":"International Journal of the Sociology of Language","topic":"Multilingual Education and Policy","field":"Social Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"Academy of Korean Studies; Ministry of Education; Society for Linguistic Anthropology; Korean Studies Promotion Service","keywords":"Sociolinguistics; Perception; Context (archaeology); Sociology; Linguistics; Subject (documents); Certainty; Sign (mathematics); Psychology; Epistemology; History; Philosophy; Computer science","score_opus":0.04415289738484781,"score_gpt":0.44973930846213317,"score_spread":0.4055864110772854,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3138309654","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7698556,0.0017198256,0.019357983,0.014014008,0.00019673239,0.00006632317,0.000069277245,0.00008955135,0.19463058],"genre_scores_gemma":[0.9993099,0.000058977213,0.00026273675,0.00007025807,0.000017690414,0.000007767961,0.0000025152058,0.000008408465,0.0002616346],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9828724,0.011848611,0.0005730138,0.0016284274,0.001644888,0.0014325065],"domain_scores_gemma":[0.9798242,0.0144885685,0.0021351655,0.0012324142,0.0013120545,0.0010075789],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.011211871,0.00030863335,0.0006917327,0.0026895083,0.006458577,0.017735668,0.0013950419,0.0021165241,0.0036598674],"category_scores_gemma":[0.025545051,0.00051610277,0.00029464345,0.0019129243,0.0743093,0.013059754,0.007933264,0.0031026818,0.00027682114],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011341681,0.000051947995,0.006288895,0.00010195688,0.00001979969,0.00039924358,0.47646785,0.00036437376,0.0019908536,0.49956575,0.00053489034,0.014100993],"study_design_scores_gemma":[0.00005692851,0.00012464583,0.018539475,0.0003259762,0.00004440325,0.00023722771,0.52055746,0.0012946519,0.0015881176,0.43687636,0.020243855,0.000110937806],"about_ca_topic_score_codex":0.006912743,"about_ca_topic_score_gemma":0.0039612656,"teacher_disagreement_score":0.017735668,"about_ca_system_score_codex":0.0042475103,"about_ca_system_score_gemma":0.0030501308,"threshold_uncertainty_score":0.05929476},"labels":[],"label_agreement":null},{"id":"W3138331955","doi":"10.1515/ijsl-2020-0066","title":"Moments of crisis","year":2021,"lang":"en","type":"article","venue":"International Journal of the Sociology of Language","topic":"Political Economy and Marxism","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Capitalism; Late capitalism; Moment (physics); Profit (economics); Economic history; Political science; Sociology; Economics; Political economy; Neoclassical economics; Law","score_opus":0.015288503140132846,"score_gpt":0.35310918237451044,"score_spread":0.3378206792343776,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3138331955","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.10476436,0.018617861,0.0027306993,0.5835306,0.023163958,0.000048580026,0.0005532641,0.00027740438,0.2663133],"genre_scores_gemma":[0.91153723,0.004760903,0.000794716,0.05143451,0.00737039,0.0000477632,0.00015541802,0.00016727656,0.0237317],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99628145,0.0016896747,0.00013786495,0.00029722764,0.00071729854,0.00087637425],"domain_scores_gemma":[0.9950271,0.0015523821,0.00064339384,0.0002467351,0.0008091028,0.0017213466],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0030081403,0.00041714916,0.00056790916,0.0013028068,0.009298299,0.013796948,0.0009887118,0.0054923417,0.012398683],"category_scores_gemma":[0.011589275,0.0003130044,0.0003603158,0.0014340407,0.012121071,0.009332809,0.009202029,0.00968839,0.0021891783],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00025522648,0.00007450766,0.002068509,0.00039058964,0.000030096726,0.006636589,0.109722205,0.00042249585,0.0014521483,0.57205963,0.29042697,0.016461039],"study_design_scores_gemma":[0.000015392281,0.0000426964,0.001567231,0.00048060718,0.0000067420997,0.0016550724,0.118620634,0.00017298872,0.00030455992,0.077055335,0.8000311,0.000047552123],"about_ca_topic_score_codex":0.0017804514,"about_ca_topic_score_gemma":0.0029779377,"teacher_disagreement_score":0.013796948,"about_ca_system_score_codex":0.0053304634,"about_ca_system_score_gemma":0.0025794536,"threshold_uncertainty_score":0.04147774},"labels":[],"label_agreement":null},{"id":"W3166543793","doi":"10.1515/ijsl-2020-0021","title":"Communication and language skills pay off, but not everybody needs them","year":2021,"lang":"en","type":"article","venue":"International Journal of the Sociology of Language","topic":"International Student and Expatriate Challenges","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Grantová Agentura České Republiky","keywords":"Employability; Czech; Quarter (Canadian coin); Wage; Order (exchange); Communication skills; Skills management; Business; Marketing; Psychology; Public relations; Labour economics; Medical education; Economics; Pedagogy; Political science; Linguistics","score_opus":0.019698996722337797,"score_gpt":0.3429716807105148,"score_spread":0.323272683988177,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3166543793","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98698944,0.00025328033,0.00015364411,0.0006172505,0.000021738419,0.000008931228,0.00013335879,0.0000088022925,0.011813532],"genre_scores_gemma":[0.9982216,0.00007695068,0.00009969664,0.00009786862,0.000012735432,0.0000046653518,0.00006247359,0.0000024282365,0.0014215235],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.998841,0.00020994515,0.000085978594,0.000098793105,0.0003229862,0.00044130016],"domain_scores_gemma":[0.99398404,0.0015626268,0.001996983,0.00043348924,0.0006315284,0.0013913555],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006779268,0.00017344489,0.00025275288,0.0007885705,0.0006076953,0.0011131173,0.0002941991,0.0004667644,0.0142395105],"category_scores_gemma":[0.004736951,0.0001223994,0.00028859818,0.000575098,0.00048453308,0.00071347674,0.0010982016,0.00053876615,0.0017254658],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001772455,0.00025910404,0.91093946,0.00018437648,0.00006696263,0.00059374195,0.0026113251,0.000234923,0.0056964443,0.0011776419,0.0024519272,0.07560688],"study_design_scores_gemma":[0.0000064887986,0.00011755328,0.9927267,0.000041168776,0.0000088279885,0.00042927868,0.0032069664,0.000108834574,0.0003519504,0.00045656838,0.0025383204,0.0000074095497],"about_ca_topic_score_codex":0.0014749933,"about_ca_topic_score_gemma":0.0034870133,"teacher_disagreement_score":0.0142395105,"about_ca_system_score_codex":0.0002504371,"about_ca_system_score_gemma":0.0008290862,"threshold_uncertainty_score":0.047635913},"labels":[],"label_agreement":null},{"id":"W4229439476","doi":"10.1515/ijsl-2021-0116","title":"Nordicity, language and the nation-state","year":2022,"lang":"en","type":"article","venue":"International Journal of the Sociology of Language","topic":"European Cultural and National Identity","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"State (computer science); Linguistics; Sociology; Political science; Sociolinguistics; Philosophy; Computer science; Programming language","score_opus":0.014458677834941154,"score_gpt":0.3130317466169149,"score_spread":0.29857306878197376,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4229439476","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.24838506,0.008810422,0.003947136,0.015113256,0.000357967,0.000011054575,0.00007081763,0.000017563885,0.72328675],"genre_scores_gemma":[0.9937596,0.0005511529,0.00022440807,0.00015637951,0.00003758864,0.0000055682654,0.000008936279,0.0000042712554,0.0052520186],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9990766,0.0006108598,0.00003454593,0.00008348806,0.00007460562,0.00011994645],"domain_scores_gemma":[0.99749196,0.001704115,0.00028480846,0.00012298048,0.00015891636,0.00023726028],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017685309,0.00013843349,0.00027272943,0.0011119128,0.0045057978,0.009259808,0.00037199882,0.0011290412,0.0038125808],"category_scores_gemma":[0.003170643,0.00010997593,0.00017021435,0.0012291279,0.012363663,0.0047017983,0.0025459828,0.0015705005,0.000180169],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000017989956,0.000013497108,0.0010514641,0.0000112281905,0.0000027452384,0.000052347445,0.004988266,0.00009438333,0.00003135979,0.9915487,0.00042726414,0.0017608064],"study_design_scores_gemma":[0.000033019467,0.000035261142,0.0041208616,0.00015971992,0.000017898541,0.00017263666,0.028092325,0.0005891729,0.00016640474,0.9147198,0.051873833,0.000019048974],"about_ca_topic_score_codex":0.007342162,"about_ca_topic_score_gemma":0.010755128,"teacher_disagreement_score":0.009259808,"about_ca_system_score_codex":0.0021133549,"about_ca_system_score_gemma":0.0028693422,"threshold_uncertainty_score":0.015333533},"labels":[],"label_agreement":null},{"id":"W4230077420","doi":"10.1515/ijsl-2012-masthead216","title":"Masthead","year":2012,"lang":"en","type":"paratext","venue":"International Journal of the Sociology of Language","topic":"Marriage and Sexual Relationships","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dartmouth General Hospital","funders":"","keywords":"Sociology; Political science","score_opus":0.04235568401778725,"score_gpt":0.39434826653048216,"score_spread":0.35199258251269494,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4230077420","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00028707454,0.00070047035,0.0012278259,0.0008680507,0.0010026644,0.000040024384,0.002537404,0.001764834,0.99157166],"genre_scores_gemma":[0.00055294245,0.00018336346,0.00019323816,0.00010499646,0.00008150521,0.000010344797,0.00052620185,0.00032327403,0.9980241],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9996088,0.000046032077,0.0000223406,0.00010400234,0.00016949953,0.000049461327],"domain_scores_gemma":[0.99888676,0.00022561858,0.00004905884,0.00023035018,0.00038890395,0.0002192954],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00055517425,0.0009978999,0.0009894709,0.0022477543,0.0020081496,0.005033149,0.0013360115,0.0015950766,0.9118989],"category_scores_gemma":[0.0024422794,0.0006074616,0.0005467007,0.0024285435,0.0005771927,0.0038586264,0.0028038758,0.0019213523,0.82749873],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003923988,0.0000196456,0.000081265294,0.00009255218,0.0000016324227,0.00004463004,0.00010248169,0.00004482361,0.00028394227,0.006652185,0.86867416,0.12396343],"study_design_scores_gemma":[0.0000043382347,0.000007104815,0.00021408849,0.00004336839,0.0000012435095,0.00003817543,0.000057939465,0.00003599108,0.00009928599,0.0012423096,0.9982529,0.0000032705514],"about_ca_topic_score_codex":0.00238427,"about_ca_topic_score_gemma":0.007981645,"teacher_disagreement_score":0.08810109,"about_ca_system_score_codex":0.000689676,"about_ca_system_score_gemma":0.0009849994,"threshold_uncertainty_score":0},"labels":[],"label_agreement":null},{"id":"W4248040914","doi":"10.1515/ijsl.2005.2005.172.183","title":"Book Review","year":2005,"lang":"en","type":"article","venue":"International Journal of the Sociology of Language","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Sociology; Linguistics; Political science; Philosophy","score_opus":0.010710651857563553,"score_gpt":0.3406981435978402,"score_spread":0.32998749174027664,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4248040914","genre_codex":"other","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00031373234,0.07946457,0.0009236984,0.026989065,0.05712435,0.00014111535,0.0011086537,0.00052551855,0.8334093],"genre_scores_gemma":[0.00076590275,0.014800469,0.0002624289,0.004179604,0.0062791533,0.000029477535,0.00041179004,0.000093363415,0.97317785],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99933654,0.000060782942,0.000021179681,0.00007272302,0.00045399088,0.000054726013],"domain_scores_gemma":[0.9974566,0.00037994017,0.000116249146,0.00018698598,0.0014024886,0.00045768294],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006890357,0.0006500736,0.0008157958,0.003138878,0.0012159535,0.00434009,0.0012639932,0.0021187034,0.41010687],"category_scores_gemma":[0.00397803,0.00033673973,0.0004392293,0.0034036231,0.00066362275,0.0023646015,0.0012300465,0.002296325,0.40769836],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000036945462,0.000006957851,0.000019243605,0.000054288113,0.0000010267019,0.000010683003,0.0000069453276,0.0000174621,0.000032566175,0.0013117769,0.9661039,0.03243139],"study_design_scores_gemma":[0.000001780933,0.0000027989033,0.000059732007,0.00006950894,0.0000010307308,0.00001991043,0.000010308425,0.000008847191,0.000012895477,0.0004669154,0.99934477,0.0000014255686],"about_ca_topic_score_codex":0.0046100183,"about_ca_topic_score_gemma":0.01260964,"teacher_disagreement_score":0.41010687,"about_ca_system_score_codex":0.0017654838,"about_ca_system_score_gemma":0.002820937,"threshold_uncertainty_score":0.84141093},"labels":[],"label_agreement":null},{"id":"W4297326455","doi":"10.1515/ijsl-2021-0099","title":"“We have that strong R, you know”: the enregisterment of a distinctive use of rhotics in Santomean Portuguese","year":2022,"lang":"en","type":"article","venue":"International Journal of the Sociology of Language","topic":"Linguistic Variation and Morphology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"Social Sciences and Humanities Research Council of Canada; Wenner-Gren Stiftelserna","keywords":"Portuguese; Indexicality; Feature (linguistics); Ethnography; Identity (music); Variety (cybernetics); Diaspora; Linguistics; Sociology; Anthropology; Gender studies; Aesthetics; Art; Computer science; Philosophy; Artificial intelligence","score_opus":0.05190941201675405,"score_gpt":0.3580414349263974,"score_spread":0.30613202290964336,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4297326455","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9783693,0.00017346135,0.00036069486,0.0010152131,0.000025063748,0.0000069013186,0.000008305081,0.000005087796,0.020035919],"genre_scores_gemma":[0.99852544,0.00007948776,0.00011749468,0.000078095654,0.000004806722,0.0000035295445,0.000004122892,0.0000041150984,0.0011829578],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9986964,0.0008446892,0.000026952031,0.00011159509,0.00014611374,0.00017440126],"domain_scores_gemma":[0.99848074,0.000731034,0.0003637045,0.00014356115,0.00012534123,0.00015560472],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017799616,0.00018031747,0.00019053774,0.00054495654,0.00463014,0.0020011866,0.00037836205,0.000705837,0.0013296847],"category_scores_gemma":[0.0038640904,0.00017816645,0.00012673376,0.00043820805,0.008372703,0.0012721724,0.0019078928,0.0011494161,0.00013592716],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000023963763,0.000011074103,0.00579477,0.000033468492,0.0000023606115,0.000746813,0.9790014,0.00001060998,0.0016058291,0.0061974498,0.000343206,0.006229157],"study_design_scores_gemma":[0.0000034378131,0.00003556861,0.021232296,0.000072838535,0.000005608836,0.0010033009,0.94304144,0.000052219882,0.00054237363,0.000918928,0.033074714,0.00001741303],"about_ca_topic_score_codex":0.010115065,"about_ca_topic_score_gemma":0.025168503,"teacher_disagreement_score":0.010115065,"about_ca_system_score_codex":0.0010541963,"about_ca_system_score_gemma":0.0012041607,"threshold_uncertainty_score":0.020112336},"labels":[],"label_agreement":null},{"id":"W4308404212","doi":"10.1515/ijsl-2022-0042","title":"“In the Middle East, it’s cool to ‘Sing Moroccan’”: ideologies of slang and contested meanings of Arabic popular music on social media","year":2022,"lang":"en","type":"article","venue":"International Journal of the Sociology of Language","topic":"Multilingual Education and Policy","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"The Scarborough Hospital; University of Toronto","funders":"","keywords":"Slang; Commodification; Ideology; Sociology; Musical; Popular music; Gender studies; Linguistics; Literature; Politics; Political science; Law; Art","score_opus":0.15588271215772853,"score_gpt":0.43038582568336203,"score_spread":0.2745031135256335,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4308404212","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.84458786,0.0034284822,0.0012255915,0.012672635,0.00020736562,0.000023801456,0.00002970938,0.000018334777,0.13780618],"genre_scores_gemma":[0.9986303,0.00016000366,0.00006940191,0.00020391043,0.000022744283,0.000003366281,0.0000018916433,0.0000034995337,0.00090492645],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.997542,0.0016825735,0.00004784524,0.00014099493,0.00021926998,0.0003673829],"domain_scores_gemma":[0.99805874,0.0011466794,0.00025139982,0.00010480672,0.00022340585,0.00021486104],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0037873604,0.00051920064,0.00022845397,0.0023119564,0.012381487,0.0094011035,0.0006054963,0.0013614084,0.0028406708],"category_scores_gemma":[0.0032953294,0.00019566239,0.00013629303,0.0011375449,0.024829337,0.0035084113,0.003118161,0.0014134524,0.0002249779],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008056384,0.000020936915,0.0040861405,0.000067115536,0.000008631965,0.0010233044,0.7952281,0.000045345867,0.0012650737,0.18794982,0.0014961797,0.008728742],"study_design_scores_gemma":[0.000018580162,0.00004811007,0.008960073,0.00032758707,0.000018635652,0.0004026044,0.89646554,0.00026674915,0.0007736756,0.013497667,0.0791927,0.000028088967],"about_ca_topic_score_codex":0.024545746,"about_ca_topic_score_gemma":0.026663043,"teacher_disagreement_score":0.024545746,"about_ca_system_score_codex":0.006783452,"about_ca_system_score_gemma":0.0022071293,"threshold_uncertainty_score":0.04921764},"labels":[],"label_agreement":null},{"id":"W4384207583","doi":"10.1515/ijsl-2022-0067","title":"International students and their raciolinguistic sensemaking of aural employability in Canadian universities","year":2023,"lang":"en","type":"article","venue":"International Journal of the Sociology of Language","topic":"Multilingual Education and Policy","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Institute for Christian Studies; University of Toronto","funders":"","keywords":"Employability; Sensemaking; Narrative; Sociology; Stress (linguistics); Pedagogy; Political science; Public relations; Linguistics","score_opus":0.041518832983453165,"score_gpt":0.46746047292652493,"score_spread":0.42594163994307177,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4384207583","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9777427,0.00019748774,0.00025781366,0.0021596812,0.00006355354,0.000025837942,0.000033330663,0.000010903965,0.019508665],"genre_scores_gemma":[0.9972314,0.000118515316,0.00007258686,0.00019760926,0.0000056135273,0.000005105879,0.000010545741,0.0000069535245,0.0023517248],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99381256,0.0013221118,0.00012218763,0.00040797162,0.0017011451,0.0026340666],"domain_scores_gemma":[0.9931293,0.0012783263,0.00081075856,0.00022307441,0.001424582,0.0031339116],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0051491167,0.00066502474,0.0005719839,0.0023827776,0.03286947,0.014156752,0.0018115712,0.0017578715,0.0037437822],"category_scores_gemma":[0.0075624324,0.0004407052,0.000395693,0.002241977,0.025864735,0.0024722316,0.009599614,0.0047905296,0.00021340273],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000020332418,0.00002447784,0.008161491,0.000016278504,0.0000032960043,0.0002286357,0.9846132,0.000020711366,0.00051049516,0.0031183378,0.0006435146,0.0026391747],"study_design_scores_gemma":[0.0000011313551,0.0000125519855,0.004649458,0.000027430833,0.0000024920798,0.000052240375,0.9860831,0.000029386752,0.000078618585,0.00020927041,0.008832938,0.000021313339],"about_ca_topic_score_codex":0.86254853,"about_ca_topic_score_gemma":0.9045377,"teacher_disagreement_score":0.13745147,"about_ca_system_score_codex":0.031370815,"about_ca_system_score_gemma":0.042388756,"threshold_uncertainty_score":0.27652186},"labels":[],"label_agreement":null},{"id":"W4404964217","doi":"10.1515/ijsl-2024-0061","title":"Reading or writing is not the question: politicizing the politics of scholarly production and reception [Language, Culture and Society]","year":2024,"lang":"en","type":"article","venue":"International Journal of the Sociology of Language","topic":"University Challenges and Reforms","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Reading (process); Politics; Sociology; Linguistics; Social science; Political science; Philosophy; Law","score_opus":0.023336238636920786,"score_gpt":0.3561041417954879,"score_spread":0.3327679031585671,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404964217","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.014028312,0.0042394632,0.0024029065,0.86951286,0.004039967,0.000013852322,0.000013983405,0.000039256345,0.1057094],"genre_scores_gemma":[0.86689204,0.0026580575,0.0016011009,0.103290625,0.004237938,0.00006084717,0.000011992377,0.00019699936,0.021050498],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9522946,0.038482655,0.0009158659,0.0022322456,0.0036630565,0.0024115806],"domain_scores_gemma":[0.92400295,0.062024213,0.0031883158,0.0025255822,0.005565073,0.002693886],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.03148989,0.0003573309,0.00066310744,0.0017458684,0.018469576,0.020045396,0.0017559596,0.013909546,0.0035266057],"category_scores_gemma":[0.078425124,0.0003215377,0.00038949688,0.0025330984,0.0977903,0.014983419,0.0066168006,0.014527152,0.0007326877],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001889821,0.000007897896,0.00016123519,0.000050781564,0.000004866532,0.00010615568,0.03714557,0.00007035116,0.000106405634,0.9114787,0.045783516,0.0050655906],"study_design_scores_gemma":[0.000038800674,0.000027803522,0.00072836893,0.0006587228,0.000016904814,0.000109103275,0.065620296,0.00032961107,0.00074483367,0.56105036,0.3706177,0.000057503916],"about_ca_topic_score_codex":0.009820078,"about_ca_topic_score_gemma":0.010563594,"teacher_disagreement_score":0.9815304,"about_ca_system_score_codex":0.010598873,"about_ca_system_score_gemma":0.014106204,"threshold_uncertainty_score":0.16653645},"labels":[],"label_agreement":null},{"id":"W4404964598","doi":"10.1515/ijsl-2024-0063","title":"Writing or reading? An incommensurable choice? [Language in Society]","year":2024,"lang":"en","type":"article","venue":"International Journal of the Sociology of Language","topic":"Multilingual Education and Policy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Reading (process); Linguistics; Sociology; Philosophy","score_opus":0.04940522819308967,"score_gpt":0.49828842162073106,"score_spread":0.4488831934276414,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404964598","genre_codex":"commentary","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.01645818,0.017418176,0.005515282,0.55613446,0.004488389,0.000024223571,0.000077121236,0.00008986289,0.39979425],"genre_scores_gemma":[0.88080186,0.00963634,0.0028721385,0.051163282,0.004260599,0.000098821096,0.00007433657,0.00023192228,0.050860755],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9841552,0.013068403,0.00030597323,0.0007141372,0.0009825134,0.0007737004],"domain_scores_gemma":[0.9901017,0.006099347,0.0006480025,0.0007839817,0.0012720572,0.0010949464],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009110072,0.0004874513,0.0005539857,0.0012024249,0.008433065,0.015450679,0.0016355825,0.0042113345,0.007902419],"category_scores_gemma":[0.019945638,0.00023469659,0.00026575857,0.0017358599,0.042540554,0.017396959,0.0042122244,0.005614638,0.0018490315],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00000911415,0.000010132671,0.00015328993,0.00003621987,0.0000038968224,0.00009950681,0.027817696,0.00003583687,0.00004580202,0.92080045,0.04075152,0.010236565],"study_design_scores_gemma":[0.000015726595,0.000023236951,0.0004189376,0.00046026302,0.000006443124,0.0002093307,0.041277353,0.00015373847,0.00011509538,0.5750017,0.3822843,0.000033871464],"about_ca_topic_score_codex":0.004270428,"about_ca_topic_score_gemma":0.0035462826,"teacher_disagreement_score":0.015450679,"about_ca_system_score_codex":0.003504406,"about_ca_system_score_gemma":0.004078994,"threshold_uncertainty_score":0.04817927},"labels":[],"label_agreement":null},{"id":"W4409557739","doi":"10.1515/ijsl-2024-0028","title":"What does your accent say about you? The perception of Cuban and Peninsular Spanish varieties by native and non-native speakers of Spanish","year":2025,"lang":"en","type":"article","venue":"International Journal of the Sociology of Language","topic":"Spanish Linguistics and Language Studies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Stress (linguistics); Linguistics; Perception; Psychology; Sociology; Philosophy","score_opus":0.009320970279338803,"score_gpt":0.27968050275327583,"score_spread":0.270359532473937,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409557739","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9990835,0.00004872367,0.000029236586,0.000045265064,0.000004443401,0.0000014589378,0.000007280088,6.862186e-7,0.00077942223],"genre_scores_gemma":[0.9996321,0.000041161857,0.000017916225,0.000028544333,0.0000026072642,0.0000011589287,0.000008986397,7.235632e-7,0.0002667348],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9996737,0.00015023044,0.000016239608,0.000029209252,0.00007024465,0.000060436345],"domain_scores_gemma":[0.99881953,0.00032283325,0.0003839953,0.000061013754,0.00023394542,0.00017868343],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008491975,0.00018669816,0.00014178698,0.0002854311,0.0006502182,0.0014946032,0.0001531293,0.00030556673,0.0011397365],"category_scores_gemma":[0.002196884,0.00009487264,0.00012361551,0.00013372034,0.0007550594,0.00030207296,0.0006415888,0.00036887632,0.00011933121],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014560691,0.000107016705,0.78683895,0.00010506899,0.00009427543,0.00084345223,0.158261,0.00015509586,0.032750253,0.0004883271,0.00069260143,0.018207852],"study_design_scores_gemma":[0.000010494208,0.0001646228,0.72036874,0.00005403241,0.000024654748,0.00039346077,0.27550882,0.00025225425,0.0013036996,0.00016688833,0.0017248301,0.000027543312],"about_ca_topic_score_codex":0.018227344,"about_ca_topic_score_gemma":0.023291403,"teacher_disagreement_score":0.018227344,"about_ca_system_score_codex":0.0004127806,"about_ca_system_score_gemma":0.00023845599,"threshold_uncertainty_score":0.036242485},"labels":[],"label_agreement":null},{"id":"W4411398530","doi":"10.1515/ijsl-2024-0117","title":"English in Uzbekistan: language ideologies and teaching practices","year":2025,"lang":"en","type":"article","venue":"International Journal of the Sociology of Language","topic":"Second Language Learning and Teaching","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Ideology; Context (archaeology); Sociology; Pedagogy; Multilingualism; Political science; English language; Politics; Mathematics education; Psychology; Geography","score_opus":0.014304395088246394,"score_gpt":0.31916457955661964,"score_spread":0.30486018446837326,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411398530","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9896408,0.0006346061,0.00010003783,0.0007324874,0.000017926715,0.0000062467266,0.000014494767,0.0000030993333,0.00885037],"genre_scores_gemma":[0.99923074,0.000178527,0.000071193506,0.00005740222,0.000002896105,0.000002532876,0.000005815265,0.0000013958978,0.0004495335],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99811673,0.00081395364,0.00011596986,0.00013887958,0.0002746194,0.0005398626],"domain_scores_gemma":[0.9985122,0.0005072328,0.00041386875,0.000050140436,0.00021882342,0.00029771763],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0025692142,0.0001943065,0.00030139837,0.0017675034,0.008464015,0.004410957,0.0003769209,0.00049035513,0.0019200176],"category_scores_gemma":[0.0024817546,0.00016332386,0.00011554324,0.0013275772,0.004903658,0.0013499735,0.0022859133,0.00071874994,0.00024046627],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010780592,0.00010498902,0.18712114,0.00015450807,0.0000141720575,0.0015962857,0.7430042,0.0001085132,0.0018905451,0.015736766,0.0010838518,0.049077265],"study_design_scores_gemma":[0.000009948998,0.000059403563,0.10292455,0.00028773464,0.00000925098,0.0003917907,0.8697014,0.00012910414,0.0004726538,0.0012012732,0.024791798,0.000021173946],"about_ca_topic_score_codex":0.029847035,"about_ca_topic_score_gemma":0.058416132,"teacher_disagreement_score":0.029847035,"about_ca_system_score_codex":0.0059223156,"about_ca_system_score_gemma":0.0044426164,"threshold_uncertainty_score":0.059346616},"labels":[],"label_agreement":null},{"id":"W4411710533","doi":"10.1515/ijsl-2025-0019","title":"Language beliefs, attitudes and practices in contemporary Kyrgyzstan with particular reference to English","year":2025,"lang":"en","type":"article","venue":"International Journal of the Sociology of Language","topic":"Multilingual Education and Policy","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Linguistics; Sociology; Philosophy","score_opus":0.06981674510414887,"score_gpt":0.492990411833613,"score_spread":0.4231736667294641,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411710533","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9982773,0.00016185104,0.000013870421,0.0003707106,0.0000032421292,0.0000020504363,0.000013111628,8.5048913e-7,0.0011569454],"genre_scores_gemma":[0.99919647,0.00020169292,0.000020070425,0.00006180051,0.0000020494083,0.0000023628327,0.0000111403415,7.384444e-7,0.0005037793],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9996674,0.000088982895,0.000017888484,0.00004241375,0.000048193266,0.00013515426],"domain_scores_gemma":[0.9994855,0.00011857008,0.00018469417,0.000015990347,0.00007956214,0.00011564946],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009028586,0.00016745368,0.00022773085,0.0007333027,0.0031184694,0.0018333679,0.00032667175,0.00041995503,0.0029182492],"category_scores_gemma":[0.00084923516,0.00015189637,0.00013302633,0.0009436201,0.0027699473,0.0009363069,0.0011685787,0.00083228643,0.00024510152],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000054112385,0.00014087596,0.3679588,0.00009616117,0.000020086973,0.0008147752,0.60861325,0.00008692211,0.0022188372,0.0036500234,0.00069066486,0.015655516],"study_design_scores_gemma":[0.0000036645783,0.00007285067,0.38425452,0.00010546591,0.000011046657,0.00020776177,0.6074713,0.00010404491,0.00022715142,0.0002977032,0.0072294464,0.00001506447],"about_ca_topic_score_codex":0.076563224,"about_ca_topic_score_gemma":0.109438315,"teacher_disagreement_score":0.076563224,"about_ca_system_score_codex":0.0024663177,"about_ca_system_score_gemma":0.0018763739,"threshold_uncertainty_score":0.15223521},"labels":[],"label_agreement":null},{"id":"W4413388454","doi":"10.1515/ijsl-2024-0124","title":"Investing for what? A Bourdieusian class perspective on well-educated Chinese immigrants faced with linguistic and cultural barriers in Canada","year":2025,"lang":"en","type":"article","venue":"International Journal of the Sociology of Language","topic":"Social and Cultural Dynamics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Perspective (graphical); Sociology; Immigration; Class (philosophy); Gender studies; Linguistics; Epistemology; Political science; Law; Philosophy","score_opus":0.006088642736207617,"score_gpt":0.330454684497342,"score_spread":0.32436604176113437,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413388454","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97874737,0.00040765072,0.00014430816,0.0027073217,0.000036598823,0.000021744325,0.000029019031,0.0000033495614,0.017902482],"genre_scores_gemma":[0.99766856,0.00020353714,0.00006698444,0.00016586985,0.000003817599,0.000004239219,0.000010314017,0.0000025509512,0.0018741497],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99805415,0.00044176696,0.000026653519,0.000104779356,0.0002294236,0.0011432857],"domain_scores_gemma":[0.99788266,0.00045690025,0.00023310314,0.000051564675,0.00036468837,0.001010927],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018370067,0.0005584821,0.00038995594,0.0019775408,0.027358651,0.008777852,0.001498575,0.0012777433,0.00299851],"category_scores_gemma":[0.0020541502,0.0002485633,0.00026746318,0.002151289,0.014475874,0.0016030723,0.0034009118,0.0023642145,0.00017467886],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000044382916,0.00006422484,0.024420869,0.000033305747,0.0000074080103,0.0009280723,0.9535386,0.000084482526,0.0005232773,0.014646852,0.00090808305,0.0048004324],"study_design_scores_gemma":[0.0000026402965,0.000012522512,0.009340905,0.00005153622,0.00000584059,0.00006895815,0.98269594,0.00011540995,0.00009181272,0.0005285241,0.007073187,0.000012744011],"about_ca_topic_score_codex":0.9509392,"about_ca_topic_score_gemma":0.961825,"teacher_disagreement_score":0.049604103,"about_ca_system_score_codex":0.049604103,"about_ca_system_score_gemma":0.0582545,"threshold_uncertainty_score":0.35990465},"labels":[],"label_agreement":null}]}