{"meta":{"query_hash":"fb7d719007bd","filters":{"venue":"Journal of Sociolinguistics"},"cohort_total":66,"direct_labels_cover":0,"predictions_cover":66,"exported":66,"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/fb7d719007bd","api":"https://metacan.xera.ac/api/v1/cohort?venue=Journal+of+Sociolinguistics"},"results":[{"id":"W1508046083","doi":"10.1111/j.1467-9841.2011.00504.x","title":"Properties of the sociolinguistic monitor<sup>1</sup>","year":2011,"lang":"en","type":"article","venue":"Journal of Sociolinguistics","topic":"Linguistic Variation and Morphology","field":"Social Sciences","cited_by":184,"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":"Logarithm; Standard deviation; Logarithmic scale; Mathematics; Statistics; Variation (astronomy); Psychology; Linguistics; Astrophysics; Physics; Acoustics; Mathematical analysis; Philosophy","score_opus":0.08072876760446357,"score_gpt":0.3028619867312275,"score_spread":0.22213321912676393,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1508046083","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.82038605,0.0016757135,0.0013659811,0.0011578813,0.013620398,0.00053729245,0.000027607985,0.00007462417,0.16115445],"genre_scores_gemma":[0.9930154,0.00014905236,0.0023142823,0.00021292697,0.0037603716,0.0000014266308,2.469741e-7,0.000017301341,0.00052898965],"study_design_codex":"qualitative","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9978986,0.0003498625,0.000773382,0.00010606008,0.0005731703,0.0002989235],"domain_scores_gemma":[0.99639946,0.00019389311,0.00095539115,0.00020250013,0.0021131046,0.00013562784],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0015306902,0.00013042057,0.00034069346,0.00008352089,0.00043568606,0.000020805615,0.00065081706,0.0002053392,0.00014845296],"category_scores_gemma":[0.020839006,0.00008930717,0.00025908474,0.00016274904,0.0009623757,0.000030333846,0.000069540976,0.00041996918,0.0000117620975],"study_design_candidate":"theoretical_or_conceptual","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":[0.0001442485,0.0004905481,0.029059662,0.000116138806,0.0003294042,0.00008252097,0.54258025,0.00017829829,0.00035735426,0.42288953,0.003115938,0.00065612857],"study_design_scores_gemma":[0.0062963525,0.0011669045,0.03628876,0.0018598521,0.0026132804,0.00022515486,0.20251212,0.0015097717,0.009871296,0.38810012,0.34744433,0.0021120901],"about_ca_topic_score_codex":0.00045264684,"about_ca_topic_score_gemma":0.000015999782,"teacher_disagreement_score":0.34432837,"about_ca_system_score_codex":0.0001405678,"about_ca_system_score_gemma":0.00086429314,"threshold_uncertainty_score":0.9874089},"labels":[],"label_agreement":null},{"id":"W1511992017","doi":"10.1111/j.1467-9841.2012.00537.x","title":"Voice quality as a marker of ethnicity in New Zealand: From acoustics to perception<sup>1</sup>","year":2012,"lang":"en","type":"article","venue":"Journal of Sociolinguistics","topic":"Linguistic Variation and Morphology","field":"Social Sciences","cited_by":48,"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":"Ethnic group; Phonation; Psychology; Vowel; Aotearoa; Perception; Audiology; Linguistics; Sociology; Medicine; Anthropology; Philosophy","score_opus":0.05608801801659478,"score_gpt":0.39170756836514237,"score_spread":0.33561955034854757,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1511992017","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98292506,0.000119164775,0.0062687877,0.0015573816,0.001973336,0.00014339724,0.0000428896,0.000015139324,0.0069548553],"genre_scores_gemma":[0.9736456,0.00014142998,0.018110365,0.0009744413,0.005815761,5.8981976e-7,0.000004165406,0.000013088991,0.0012945546],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9975117,0.00051356485,0.0008961905,0.00011453668,0.0005904861,0.00037352505],"domain_scores_gemma":[0.996871,0.0010611136,0.0006117778,0.00014823687,0.0008548706,0.000453018],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0032200648,0.0001228682,0.00042635392,0.00013413273,0.000112728376,0.00002234998,0.0002954753,0.00026690165,0.0006072522],"category_scores_gemma":[0.030131841,0.00011770079,0.00013358466,0.00020833666,0.00014919178,0.000056224402,0.00005359422,0.00043918437,0.000061959465],"study_design_candidate":"observational","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":[0.00039385713,0.0006870559,0.39519343,0.00003284963,0.00015717262,0.000045488196,0.5521749,0.0010735692,0.0010835291,0.025177017,0.021292517,0.00268862],"study_design_scores_gemma":[0.0020572997,0.00020386875,0.75283545,0.00015240088,0.00025316046,0.000012189619,0.043228704,0.00021661475,0.000024367062,0.040758632,0.15979664,0.00046065205],"about_ca_topic_score_codex":0.012551027,"about_ca_topic_score_gemma":0.0003475432,"teacher_disagreement_score":0.5089462,"about_ca_system_score_codex":0.0003020099,"about_ca_system_score_gemma":0.00095257413,"threshold_uncertainty_score":0.99402446},"labels":[],"label_agreement":null},{"id":"W1524328578","doi":"10.1111/j.1467-9841.2008.00397_1.x","title":"<i>Discourses of Endangerment: Ideology and Interest in the Defence of Languages</i> (Advances in Sociolinguistics) by <scp>Alexandre Duchêne and Monica Heller</scp>","year":2009,"lang":"en","type":"article","venue":"Journal of Sociolinguistics","topic":"Multilingual Education and Policy","field":"Social Sciences","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":"Sociolinguistics; Ideology; Sociology; Linguistics; Political science; Philosophy; Politics","score_opus":0.03883079705056786,"score_gpt":0.42535775948691074,"score_spread":0.3865269624363429,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1524328578","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97306836,0.01724843,0.000021427508,0.0012570065,0.0002951591,0.00011313761,0.000024058285,0.0000034024379,0.007969031],"genre_scores_gemma":[0.9877911,0.0107286265,0.00047721784,0.0004492535,0.00045681003,8.1862277e-7,0.0000016212884,0.0000054752895,0.00008902877],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9985644,0.00024992987,0.000619229,0.00011068684,0.00021407164,0.00024166945],"domain_scores_gemma":[0.9976009,0.0013163879,0.0006288909,0.00009104529,0.0002774619,0.000085315216],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0013088101,0.00011280649,0.00035341768,0.00012969656,0.00009367725,0.000020814558,0.00026430681,0.00012316556,0.0000069514062],"category_scores_gemma":[0.008583645,0.000090020556,0.000052747437,0.00016587344,0.00073837413,0.00005439511,0.00002300588,0.00035382804,2.8731588e-7],"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":[0.000060529834,0.0010148699,0.08812768,0.00027350863,0.000053315114,0.000080955644,0.73369014,0.00007971254,0.0014684224,0.15721087,0.0038376246,0.014102335],"study_design_scores_gemma":[0.0046448554,0.0014523291,0.10844186,0.0015945152,0.00026860388,0.00010647902,0.56986976,0.00015626205,0.0025184175,0.1316189,0.17881563,0.0005123639],"about_ca_topic_score_codex":0.00035920372,"about_ca_topic_score_gemma":0.0004388667,"teacher_disagreement_score":0.17497802,"about_ca_system_score_codex":0.000050529397,"about_ca_system_score_gemma":0.00027103268,"threshold_uncertainty_score":0.9997675},"labels":[],"label_agreement":null},{"id":"W1525473153","doi":"10.1111/j.1467-9841.2009.00404.x","title":"Language attitudes in interaction<sup>1</sup>","year":2009,"lang":"en","type":"article","venue":"Journal of Sociolinguistics","topic":"Multilingual Education and Policy","field":"Social Sciences","cited_by":122,"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 Alberta; University of Waterloo","funders":"","keywords":"Conversation analysis; Argument (complex analysis); Conversation; Linguistics; Discourse analysis; Sociology; Computer science; Psychology; Epistemology; Philosophy","score_opus":0.06471930360742528,"score_gpt":0.49341301761418543,"score_spread":0.42869371400676015,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1525473153","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9204015,0.00039525062,0.000045414632,0.0028139518,0.0008994236,0.00006422647,0.0000023906014,0.00001780981,0.07536002],"genre_scores_gemma":[0.99348944,0.00021715257,0.0011809738,0.0008184677,0.003475547,2.3661529e-7,7.8218835e-7,0.0000046132445,0.0008127812],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99903977,0.00011476208,0.00035988246,0.000058328533,0.00024686177,0.00018037432],"domain_scores_gemma":[0.9990832,0.000207404,0.00022903878,0.000064970896,0.0002922631,0.00012312898],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00077892403,0.00006528051,0.00015487375,0.0001488655,0.00012319938,0.000051548213,0.00017904065,0.000082126986,0.00019930367],"category_scores_gemma":[0.00421015,0.000061649545,0.00007920356,0.00014908613,0.0000793405,0.000069779555,0.000006174814,0.00033649977,0.000022836066],"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":[0.000059408543,0.0006605175,0.02150622,0.000022424156,0.000036260903,0.00013281498,0.8608656,0.0014062289,0.00008375735,0.058145072,0.0070414506,0.050040234],"study_design_scores_gemma":[0.0017856337,0.00039650916,0.06107904,0.0004334211,0.000071294744,0.0000486436,0.1885384,0.0006950875,0.00013923923,0.014799432,0.73144114,0.00057214673],"about_ca_topic_score_codex":0.00039050425,"about_ca_topic_score_gemma":0.00009566331,"teacher_disagreement_score":0.7243997,"about_ca_system_score_codex":0.00020246742,"about_ca_system_score_gemma":0.0004306781,"threshold_uncertainty_score":0.5040247},"labels":[],"label_agreement":null},{"id":"W1559228592","doi":"10.1111/j.1467-9841.2004.00267.x","title":"The learning of spoken French variation by immersion students from Toronto, Canada","year":2004,"lang":"en","type":"article","venue":"Journal of Sociolinguistics","topic":"Multilingual Education and Policy","field":"Social Sciences","cited_by":118,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Alberta; York University","funders":"","keywords":"Markedness; French immersion; Variation (astronomy); Psychology; Linguistics; Spoken language; Sociology; Pedagogy","score_opus":0.021691191209789535,"score_gpt":0.4056180314149461,"score_spread":0.3839268402051566,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1559228592","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98759407,0.0014740092,0.00035749126,0.0010985605,0.0028903831,0.00006620242,0.000014638839,0.0000044394847,0.0065002153],"genre_scores_gemma":[0.99685055,0.0008804631,0.00026894448,0.00011984212,0.001367512,2.423573e-7,0.0000031271097,0.0000049481296,0.0005043639],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987195,0.00012133016,0.0003533859,0.000048797294,0.0006182374,0.00013872009],"domain_scores_gemma":[0.998401,0.00035933952,0.0005655211,0.00005623145,0.0005143959,0.00010351885],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00076891674,0.000054928703,0.00011918057,0.0000107507385,0.00044149626,0.00003928242,0.00028091794,0.000060920334,0.000082791106],"category_scores_gemma":[0.0026929616,0.000043179578,0.000047482306,0.00004859422,0.00007820878,0.000036641097,0.00001559613,0.00019240125,0.0000012675325],"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":[0.00009731752,0.00060579384,0.11204648,0.00003044298,0.00049837085,0.00001967201,0.80283576,0.0024238508,0.0015130102,0.028910626,0.036699787,0.014318869],"study_design_scores_gemma":[0.0020965391,0.00018407675,0.11527958,0.00018693843,0.00019053467,0.0000018431688,0.14101605,0.00009241564,0.0005424784,0.007741522,0.73231333,0.00035467304],"about_ca_topic_score_codex":0.9023006,"about_ca_topic_score_gemma":0.36629987,"teacher_disagreement_score":0.69561356,"about_ca_system_score_codex":0.00076147215,"about_ca_system_score_gemma":0.0020652986,"threshold_uncertainty_score":0.6452635},"labels":[],"label_agreement":null},{"id":"W1609104929","doi":"10.1111/j.1467-9841.2008.00377.x","title":"Alternate and complementary perspectives on language and social life: The organization of repair in two Caribbean communities<sup>1</sup>","year":2008,"lang":"en","type":"article","venue":"Journal of Sociolinguistics","topic":"Language, Discourse, Communication Strategies","field":"Arts and Humanities","cited_by":42,"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":"Conversation; Argument (complex analysis); Sociology; Field (mathematics); Social life; Linguistics; Social relation; Epistemology; Anthropology; Philosophy; Communication","score_opus":0.04812946128090734,"score_gpt":0.3139401734067772,"score_spread":0.2658107121258699,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1609104929","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9946255,0.0009858111,0.000007560137,0.0007495148,0.000061744904,0.00006894567,0.0000731431,0.000012649474,0.0034151005],"genre_scores_gemma":[0.99832314,0.0005425785,0.00017355992,0.00024606145,0.0006400851,5.8240937e-7,0.0000136982835,0.000014694611,0.000045587352],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99911875,0.00018821395,0.00035985338,0.000051631006,0.00018300411,0.000098558914],"domain_scores_gemma":[0.99884474,0.00027366652,0.00032282667,0.00014058153,0.00039162365,0.000026550493],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00033340327,0.000098005,0.00021663417,0.000086252476,0.00044695393,0.000040850224,0.00019088635,0.000021215757,0.00009125089],"category_scores_gemma":[0.00016741813,0.00007179368,0.000043283737,0.00003169419,0.00077896676,0.00006855778,0.0000764475,0.00032582035,5.600651e-7],"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":[0.00001939615,0.00007961111,0.009079845,0.00002309962,0.000085136584,0.000017604707,0.86480427,0.00007625937,0.000006270788,0.12510528,0.0006692573,0.000033965345],"study_design_scores_gemma":[0.0007988148,0.000083283914,0.0050209565,0.000049430637,0.000053581087,0.000031516433,0.991081,0.00024209663,0.000009561638,0.0012947605,0.0012418346,0.00009317497],"about_ca_topic_score_codex":0.0011066358,"about_ca_topic_score_gemma":0.00045335977,"teacher_disagreement_score":0.12627672,"about_ca_system_score_codex":0.00004572252,"about_ca_system_score_gemma":0.00007694676,"threshold_uncertainty_score":0.34376535},"labels":[],"label_agreement":null},{"id":"W1731996347","doi":"10.1111/j.1467-9841.2008.00373.x","title":"Language and the nation‐state: Challenges to sociolinguistic theory and practice<sup>1</sup>","year":2008,"lang":"en","type":"article","venue":"Journal of Sociolinguistics","topic":"Multilingual Education and Policy","field":"Social Sciences","cited_by":167,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Sociolinguistics; Sociology; Transnationalism; Social identity theory; Globalization; Linguistics; Social order; Epistemology; Gender studies; Social group; Social science; Political science; Politics","score_opus":0.08385301654373682,"score_gpt":0.44437766270871304,"score_spread":0.3605246461649762,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1731996347","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.76784337,0.03132084,0.00068916637,0.054713413,0.0021486487,0.0007305705,0.00003029634,0.00007255012,0.14245115],"genre_scores_gemma":[0.9770434,0.0136400005,0.0019781135,0.0022532071,0.0037416597,0.0000027185645,5.2953084e-7,0.000014808126,0.0013255987],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99786824,0.0009940468,0.00038781748,0.00011569968,0.0004051523,0.00022905905],"domain_scores_gemma":[0.9922408,0.006115034,0.00036266653,0.00010840813,0.00092440774,0.0002487111],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.005561998,0.0001156356,0.00024735107,0.00010261399,0.00077548006,0.00006411836,0.00019465215,0.00009245211,0.000028615439],"category_scores_gemma":[0.085212275,0.000083900515,0.00006584162,0.00010076694,0.0009951742,0.00006257828,0.00004122662,0.00034914736,0.00000975609],"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":[0.00016276253,0.000041521278,0.00007386276,0.000015584546,0.000048581263,0.00003095055,0.78517646,0.00003579747,0.0000020150635,0.2083822,0.00076865416,0.0052616294],"study_design_scores_gemma":[0.0021061013,0.0001266277,0.0016727297,0.00009528617,0.00018516814,0.00033450604,0.48595497,0.00017756906,0.000009176709,0.06934836,0.4396533,0.00033618367],"about_ca_topic_score_codex":0.00028120985,"about_ca_topic_score_gemma":0.000028454964,"teacher_disagreement_score":0.43888468,"about_ca_system_score_codex":0.00008251871,"about_ca_system_score_gemma":0.0005415222,"threshold_uncertainty_score":0.9224934},"labels":[],"label_agreement":null},{"id":"W1786053558","doi":"10.1111/j.1467-9841.2011.00527.x","title":"Globalization of English teaching and overseas Koreans as temporary migrant workers in rural Korea","year":2012,"lang":"en","type":"article","venue":"Journal of Sociolinguistics","topic":"Multilingual Education and Policy","field":"Social Sciences","cited_by":33,"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":"Globalization; Ethnic group; Government (linguistics); Immigration; Sociology; Inequality; Political science; Gender studies; Economic growth; Linguistics; Economics","score_opus":0.035184035484767194,"score_gpt":0.4056228213685359,"score_spread":0.3704387858837687,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1786053558","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9395228,0.0006412767,0.00002809582,0.00018402158,0.0016546405,0.00006770076,0.00000567341,0.000007956285,0.057887834],"genre_scores_gemma":[0.9953325,0.0001611955,0.0009885954,0.00014835986,0.0031913812,3.0858843e-7,0.0000023189507,0.0000070178853,0.00016832608],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.9987862,0.00026262936,0.00040730822,0.000043649918,0.0002946735,0.00020553179],"domain_scores_gemma":[0.99861646,0.0002760521,0.0004158164,0.000053889846,0.0004428724,0.0001949291],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.00182172,0.00007416847,0.0001822218,0.00011269391,0.00015170792,0.00002518706,0.00010664959,0.00010259129,0.00002816488],"category_scores_gemma":[0.013447166,0.00006961012,0.0000632614,0.00012206406,0.0001843814,0.00012735244,0.000014707895,0.00028647005,8.797475e-7],"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":[0.00002587796,0.00012437736,0.65196776,0.000020501117,0.000017887742,0.0000018020082,0.32246253,0.0000140820375,0.0000085852,0.021940846,0.0014867611,0.0019289969],"study_design_scores_gemma":[0.001319435,0.00010192549,0.1728513,0.000518403,0.0001087549,0.000009242727,0.4413752,0.00009360814,0.00003647993,0.004764078,0.37848297,0.00033861928],"about_ca_topic_score_codex":0.0060658925,"about_ca_topic_score_gemma":0.00014015194,"teacher_disagreement_score":0.47911647,"about_ca_system_score_codex":0.00012971503,"about_ca_system_score_gemma":0.00046730269,"threshold_uncertainty_score":0.994863},"labels":[],"label_agreement":null},{"id":"W1852198937","doi":"10.1111/j.1467-9841.2010.00474.x","title":"Identity, language, and ethnic relations in the Bilingual Autonomous Communities of Spain<sup>1</sup>","year":2011,"lang":"en","type":"article","venue":"Journal of Sociolinguistics","topic":"Multilingual Education and Policy","field":"Social Sciences","cited_by":16,"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 du Québec à Montréal","funders":"","keywords":"Ethnic group; Identity (music); Sociology; Humanities; Linguistics; Gender studies; Anthropology; Art; Philosophy","score_opus":0.16353166848872272,"score_gpt":0.4635559318100589,"score_spread":0.30002426332133614,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1852198937","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9713771,0.0007903792,0.000036846457,0.0002769327,0.00023360168,0.00007456637,0.0000063144776,0.000006474919,0.02719779],"genre_scores_gemma":[0.99702376,0.00046572436,0.0013785143,0.00022821214,0.00061810383,6.1775967e-7,0.0000011464406,0.0000061843534,0.00027773317],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99866647,0.00044950194,0.00043818948,0.000039378087,0.00026030443,0.0001461456],"domain_scores_gemma":[0.9983591,0.00076759484,0.00034765626,0.00011818296,0.00034352625,0.000063927306],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0025594116,0.000066285014,0.00016596857,0.00014758001,0.00022550116,0.000029677234,0.00033758665,0.00009524292,0.00012907476],"category_scores_gemma":[0.003408051,0.00005279468,0.00006739774,0.0001922309,0.000497642,0.000083508996,0.000030482208,0.00041742864,0.0000035734442],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000074788786,0.000099628785,0.012999427,0.0000132165815,0.000014359042,0.0000069289963,0.9314917,0.000036835863,0.000002288579,0.05382263,0.000081149876,0.0014244072],"study_design_scores_gemma":[0.00035247838,0.0000751715,0.042640846,0.00008099142,0.00006270414,0.000014655402,0.93641007,0.0002663198,0.0000100682955,0.014027598,0.005947862,0.00011121805],"about_ca_topic_score_codex":0.0070533473,"about_ca_topic_score_gemma":0.0036342887,"teacher_disagreement_score":0.03979503,"about_ca_system_score_codex":0.000058551603,"about_ca_system_score_gemma":0.00064935355,"threshold_uncertainty_score":0.99955875},"labels":[],"label_agreement":null},{"id":"W1941906044","doi":"10.1111/j.1467-9841.2010.00467.x","title":"Noisy zones of proximal development: Conversation in noisy classrooms","year":2011,"lang":"en","type":"article","venue":"Journal of Sociolinguistics","topic":"Hearing Impairment and Communication","field":"Psychology","cited_by":23,"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; University of British Columbia","funders":"","keywords":"Conversation; Context (archaeology); Perspective (graphical); Psychology; Linguistics; Noise (video); Conversation analysis; Computer science; Communication; Artificial intelligence; Geography","score_opus":0.09890818103511215,"score_gpt":0.3266726022635073,"score_spread":0.22776442122839516,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1941906044","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9817312,0.00017475188,0.0012236038,0.000081499325,0.0007225871,0.00009472947,0.0000010349569,0.0000089581345,0.015961673],"genre_scores_gemma":[0.98561877,0.00002673056,0.013939016,0.000041019353,0.000199811,0.0000021751862,0.000002042124,0.00001076383,0.0001596436],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988552,0.000099218705,0.0006698077,0.00006346983,0.00016454584,0.00014778224],"domain_scores_gemma":[0.9988522,0.000089386485,0.0005497449,0.00015060618,0.0003108673,0.000047176498],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00075656344,0.00007893522,0.00020308656,0.00014940636,0.000032031858,0.000005102906,0.00021534052,0.000116756026,0.00018775578],"category_scores_gemma":[0.0003015719,0.0000747715,0.00005406205,0.000092590344,0.00007458206,0.000038829607,0.000030253477,0.00027907387,0.0000237694],"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":[0.0006007206,0.001788825,0.6230855,0.00012864359,0.0002762416,0.00008671479,0.31783327,0.000006397745,0.00051779824,0.027953124,0.00052141055,0.027201353],"study_design_scores_gemma":[0.0020569207,0.00054565206,0.9714702,0.00022777675,0.00007082305,0.000044197957,0.009019851,0.000093173374,0.0013024074,0.004881533,0.010046678,0.00024082817],"about_ca_topic_score_codex":0.000036759193,"about_ca_topic_score_gemma":0.00000906736,"teacher_disagreement_score":0.34838468,"about_ca_system_score_codex":0.000085760454,"about_ca_system_score_gemma":0.00014508191,"threshold_uncertainty_score":0.30490935},"labels":[],"label_agreement":null},{"id":"W1972121288","doi":"10.1111/j.1467-9841.2012.00545_1.x","title":"<i>Languages of Global Hip Hop</i> edited by <scp>Marina Terkourafi</scp>","year":2012,"lang":"en","type":"article","venue":"Journal of Sociolinguistics","topic":"Multilingual Education and Policy","field":"Social Sciences","cited_by":4,"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 Ottawa","funders":"","keywords":"Citation; Library science; History; Computer science","score_opus":0.037249267650512466,"score_gpt":0.4254990628179545,"score_spread":0.38824979516744207,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1972121288","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.851466,0.003091916,0.00014891173,0.0008573463,0.005224398,0.00011393453,0.0000828596,0.000029884892,0.13898472],"genre_scores_gemma":[0.98688024,0.0003582924,0.0012264886,0.00053626334,0.009783311,6.130167e-7,0.000003948122,0.000011257857,0.0011995727],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9982463,0.00017918186,0.00053608,0.000071309616,0.0005434154,0.00042369007],"domain_scores_gemma":[0.99739677,0.00056682253,0.0007720383,0.000112370675,0.00075833884,0.0003936502],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0012545014,0.00012365633,0.00028175977,0.00005387291,0.00019596657,0.000039117793,0.0003300849,0.00018268827,0.000058502315],"category_scores_gemma":[0.010712024,0.00011360876,0.00016186261,0.00022719988,0.0003166143,0.00009326856,0.000031791176,0.0002812206,0.00001617681],"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":[0.000024833324,0.0010937584,0.23616649,0.00012904656,0.00024858472,0.000015970236,0.2573648,0.000010414566,0.00077907735,0.06311586,0.42920065,0.011850515],"study_design_scores_gemma":[0.0005647411,0.0000851084,0.010533167,0.00006886266,0.00012673995,0.0000166428,0.047983706,0.000008132098,0.00057876535,0.0018959648,0.93802565,0.00011250903],"about_ca_topic_score_codex":0.000729642,"about_ca_topic_score_gemma":0.000022417807,"teacher_disagreement_score":0.508825,"about_ca_system_score_codex":0.00026017724,"about_ca_system_score_gemma":0.00058400125,"threshold_uncertainty_score":0.9976212},"labels":[],"label_agreement":null},{"id":"W1986118216","doi":"10.1111/j.1467-9841.2007.00327.x","title":"The persistence of variation in individual grammars: Copula absence in ‘urban sojourners’ and their stay‐at‐home peers, Bequia (St Vincent and the Grenadines)<sup>1</sup>","year":2007,"lang":"en","type":"article","venue":"Journal of Sociolinguistics","topic":"Linguistic Variation and Morphology","field":"Social Sciences","cited_by":63,"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":"Grammar; Variation (astronomy); Linguistics; Restructuring; Psychology; Sociology; Economics","score_opus":0.030483651718427505,"score_gpt":0.29008219110920136,"score_spread":0.2595985393907739,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1986118216","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99400926,0.0012981247,0.00069322146,0.0022381563,0.00077734154,0.00023373729,0.000024396395,0.0000057807533,0.0007199994],"genre_scores_gemma":[0.9973253,0.0011464204,0.00062193046,0.0001752768,0.0006686049,0.00000104571,0.0000019648212,0.000007949503,0.000051521896],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99790305,0.0003793792,0.00078720116,0.00013457867,0.0004552103,0.00034055745],"domain_scores_gemma":[0.99641263,0.0020947694,0.0007442188,0.000110641275,0.0005155707,0.00012214166],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.008400881,0.00012669801,0.00031753385,0.00013867479,0.00044727093,0.00007293633,0.00032740543,0.00015263936,0.000010780522],"category_scores_gemma":[0.0084594395,0.00007854195,0.00006915864,0.00023696179,0.0011325631,0.000050381535,0.000084366344,0.00042572097,4.1129954e-7],"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":[0.0004642839,0.00012503593,0.19673792,0.000033343415,0.00011938147,0.00009124977,0.4910322,0.00019055203,0.00006898044,0.30927697,0.0003872752,0.0014728016],"study_design_scores_gemma":[0.011653902,0.0005063609,0.46615687,0.00043352623,0.00029450064,0.00018973123,0.33530614,0.005130325,0.000042317602,0.14333954,0.036194216,0.00075258594],"about_ca_topic_score_codex":0.0012988414,"about_ca_topic_score_gemma":0.001972491,"teacher_disagreement_score":0.26941893,"about_ca_system_score_codex":0.00035816198,"about_ca_system_score_gemma":0.00029728428,"threshold_uncertainty_score":0.9998927},"labels":[],"label_agreement":null},{"id":"W1997404650","doi":"10.1111/j.1467-9841.2004.00273.x","title":"Ethnic patterns in the phonetics of Montreal English","year":2004,"lang":"en","type":"article","venue":"Journal of Sociolinguistics","topic":"Linguistic Variation and Morphology","field":"Social Sciences","cited_by":128,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McGill University","funders":"","keywords":"Ethnic group; Irish; Linguistics; Phonetics; Variation (astronomy); Speech community; Formant; Realization (probability); Population; Sociology; Psychology; Demography; Vowel; Anthropology","score_opus":0.03855213638330011,"score_gpt":0.34473586248287474,"score_spread":0.3061837260995746,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1997404650","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93754995,0.00066429045,0.004304058,0.0021453311,0.0065205237,0.00023070093,0.00002785263,0.000017521386,0.04853977],"genre_scores_gemma":[0.9954247,0.00054503744,0.0010955255,0.0003393544,0.0025608577,5.629398e-7,9.575241e-7,0.000005656907,0.000027376329],"study_design_codex":"qualitative","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9986812,0.00019378214,0.00049172295,0.000056390578,0.0003977606,0.00017916335],"domain_scores_gemma":[0.9981624,0.0004240596,0.00045224908,0.00009336173,0.0008106638,0.000057304685],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0017402869,0.00006341422,0.00019444917,0.00007651125,0.000084149324,0.000014916869,0.00033034425,0.00012210164,0.000034383782],"category_scores_gemma":[0.010269186,0.00004777439,0.00009267542,0.000151344,0.00018797166,0.000017208513,0.000015244951,0.00033308493,0.0000018911544],"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":[0.0000383259,0.00042887748,0.015862778,0.000028012397,0.000051072057,0.0002608216,0.75581205,0.0009349056,0.000036541132,0.22471622,0.00060394465,0.0012264712],"study_design_scores_gemma":[0.008182552,0.0008826575,0.31711435,0.00042250962,0.0004103078,0.00006627637,0.24627663,0.00006185869,0.0002444869,0.36202824,0.063688494,0.00062160223],"about_ca_topic_score_codex":0.001477093,"about_ca_topic_score_gemma":0.0014743679,"teacher_disagreement_score":0.5095354,"about_ca_system_score_codex":0.00010805553,"about_ca_system_score_gemma":0.00043649934,"threshold_uncertainty_score":0.99806774},"labels":[],"label_agreement":null},{"id":"W2001411479","doi":"10.1111/1467-9481.00116","title":"Sociolinguistics as I see it","year":2000,"lang":"en","type":"article","venue":"Journal of Sociolinguistics","topic":"Linguistic Variation and Morphology","field":"Social Sciences","cited_by":39,"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":"Sociolinguistics; Citation; Sociology; Media studies; Library science; Linguistics; Computer science; Philosophy","score_opus":0.031875631008062094,"score_gpt":0.3614621655335945,"score_spread":0.32958653452553244,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2001411479","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.042918477,0.00043253164,0.0012843134,0.0056120087,0.0076243263,0.00018799186,0.000022992082,0.0000884152,0.94182897],"genre_scores_gemma":[0.9627457,0.0014101788,0.0062052,0.0031117038,0.01324215,0.0000011693047,0.000003980513,0.00002879365,0.01325108],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9975657,0.00027452657,0.00083081005,0.00015544528,0.0007141527,0.00045940027],"domain_scores_gemma":[0.99661636,0.00063254824,0.00054527016,0.00017289433,0.0016825778,0.0003503231],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0019343813,0.00016634655,0.00039218547,0.000112390175,0.00060886,0.00008348053,0.00047287132,0.0003110333,0.0069119995],"category_scores_gemma":[0.019354995,0.00016265684,0.0002358472,0.00017623491,0.0005055708,0.00004030307,0.000022614402,0.0005570964,0.000596911],"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":[0.00018862363,0.00046479283,0.0023019202,0.00003943608,0.00030747053,0.0012575589,0.13747917,0.00042414997,0.000044731623,0.7384434,0.10888551,0.010163272],"study_design_scores_gemma":[0.00059692416,0.000116241696,0.0002215703,0.00003720826,0.000118837204,0.000055474495,0.0036626768,0.000049553357,0.000011700312,0.06892418,0.9260076,0.00019802558],"about_ca_topic_score_codex":0.00027139066,"about_ca_topic_score_gemma":0.00004162384,"teacher_disagreement_score":0.92857784,"about_ca_system_score_codex":0.00025658016,"about_ca_system_score_gemma":0.0013122523,"threshold_uncertainty_score":0.99399585},"labels":[],"label_agreement":null},{"id":"W2008637125","doi":"10.1111/j.1467-9841.2007.00333.x","title":"Legal discourse and the cultural intelligiblity of gendered meanings<sup>1</sup>","year":2007,"lang":"en","type":"article","venue":"Journal of Sociolinguistics","topic":"Language, Discourse, Communication Strategies","field":"Arts and Humanities","cited_by":59,"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":"Interpreter; Constitution; Intelligibility (philosophy); Sociology; Social psychology; Psychology; Linguistics; Gender studies; Epistemology; Law; Political science","score_opus":0.05808851649724674,"score_gpt":0.3442086079406093,"score_spread":0.2861200914433626,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2008637125","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8072912,0.006032523,0.000992201,0.0014138162,0.00069548155,0.00018079851,0.000041028034,0.00002678195,0.18332615],"genre_scores_gemma":[0.99664,0.0004543377,0.00069161545,0.00012981119,0.0015738365,4.8289314e-7,0.0000031749491,0.000012601688,0.00049413467],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9985823,0.000112028065,0.00071304507,0.00007411917,0.0003332703,0.00018522081],"domain_scores_gemma":[0.9974912,0.00054792763,0.0007173536,0.00022245685,0.000950455,0.0000706128],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016052125,0.00013619725,0.0003372738,0.00008208431,0.0002802011,0.00020178696,0.00038041646,0.000051559942,0.000096295196],"category_scores_gemma":[0.0009626394,0.00007723431,0.00016648548,0.000038224225,0.0019927293,0.00016299897,0.00007820069,0.00045145774,0.0000024785322],"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":[0.00012794827,0.00005672984,0.0002026523,0.000028088165,0.00013864828,0.000015487065,0.19072105,0.00004108078,0.000010131412,0.80695826,0.0010598907,0.00064001314],"study_design_scores_gemma":[0.0023234226,0.00016156932,0.0005353724,0.00016213105,0.00043375106,0.000101328675,0.844077,0.0004563154,0.00020952827,0.06687811,0.08435448,0.00030701148],"about_ca_topic_score_codex":0.00014360716,"about_ca_topic_score_gemma":0.000081064434,"teacher_disagreement_score":0.7400802,"about_ca_system_score_codex":0.000037611153,"about_ca_system_score_gemma":0.00009609865,"threshold_uncertainty_score":0.73422945},"labels":[],"label_agreement":null},{"id":"W2026797698","doi":"10.1111/1467-9481.00103","title":"The Sociolinguistic Distribution of and Attitudes Toward Focuser <i>like</i> and Quotative <i>like</i>","year":2000,"lang":"en","type":"article","venue":"Journal of Sociolinguistics","topic":"Gender Studies in Language","field":"Social Sciences","cited_by":312,"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 Alberta","funders":"","keywords":"Psychology; Solidarity; Distribution (mathematics); Developmental psychology; Age groups; Sociolinguistics; Social psychology; Sociology; Demography; Linguistics; Mathematics; Political science","score_opus":0.024716695389829922,"score_gpt":0.33129184955709917,"score_spread":0.30657515416726927,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2026797698","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9440267,0.026871504,0.00078677665,0.002607059,0.0023828272,0.00038656578,0.00012919115,0.000040549934,0.02276883],"genre_scores_gemma":[0.98685,0.010858576,0.0008629119,0.00015049684,0.00097156846,0.0000016635631,0.0000018338687,0.000011866255,0.00029105128],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9983181,0.00022605466,0.0005265963,0.00013176419,0.00048752106,0.00031001298],"domain_scores_gemma":[0.9974669,0.0010972305,0.0004398491,0.00011070383,0.00075142155,0.00013389952],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014647649,0.00014295342,0.00032692016,0.000021749313,0.00086698704,0.00006750071,0.00024317905,0.00011507687,0.00003053028],"category_scores_gemma":[0.003091426,0.00010548764,0.00009778944,0.00011047954,0.0018480081,0.000045668592,0.000060379578,0.00033301918,0.0000032106045],"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":[0.00050214416,0.00043700647,0.07178823,0.0003905348,0.0013859125,0.00022594749,0.7173378,0.00012288992,0.000089304005,0.11846523,0.03828024,0.05097479],"study_design_scores_gemma":[0.0030000235,0.0008023668,0.0749084,0.0004362876,0.0009706779,0.00010581078,0.12739658,0.0001320862,0.00009273176,0.095201276,0.69599205,0.00096168095],"about_ca_topic_score_codex":0.00012493195,"about_ca_topic_score_gemma":0.000096806565,"teacher_disagreement_score":0.65771186,"about_ca_system_score_codex":0.000113951886,"about_ca_system_score_gemma":0.00019968311,"threshold_uncertainty_score":0.6809063},"labels":[],"label_agreement":null},{"id":"W2037153044","doi":"10.1111/j.1467-9841.2008.00356_2.x","title":"<i>Language, Citizenship and Identity in Quebec</i> by <scp>Leigh Oakes and Jane Warren</scp>","year":2008,"lang":"en","type":"article","venue":"Journal of Sociolinguistics","topic":"Linguistic and Sociocultural Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Citation; Identity (music); Citizenship; History; Art history; Sociology; Media studies; Art; Library science; Computer science; Law; Political science","score_opus":0.02451503176905593,"score_gpt":0.3179599291011357,"score_spread":0.29344489733207973,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2037153044","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97041506,0.014205376,0.00004849127,0.0003443143,0.00062726915,0.000082071325,0.000015712621,0.000016510992,0.014245225],"genre_scores_gemma":[0.98537904,0.008271255,0.00046362975,0.00021591593,0.0016666177,0.0000010325949,0.0000018569231,0.000010801463,0.0039898674],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.998423,0.00016066193,0.000456091,0.00014196298,0.00048534662,0.00033293664],"domain_scores_gemma":[0.9981125,0.0008536207,0.00033606464,0.000057526322,0.00043677737,0.00020350002],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.00087919005,0.00015008896,0.00039581713,0.000057735124,0.0007248039,0.000090683774,0.00017061742,0.00016526088,0.000006948082],"category_scores_gemma":[0.011336296,0.00012725078,0.000074597585,0.00014699344,0.0010346755,0.00009455652,0.00005918737,0.00039611166,0.0000026044497],"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":[0.000017241762,0.00013040366,0.28202334,0.000082869985,0.0001837801,0.0008968331,0.62707454,0.0000032917642,0.00015786165,0.03698583,0.051154558,0.0012894707],"study_design_scores_gemma":[0.004908848,0.00037540524,0.22839037,0.0005390532,0.000438332,0.0002195533,0.50923026,0.00003302062,0.00020776474,0.07528935,0.1795924,0.00077567226],"about_ca_topic_score_codex":0.00551445,"about_ca_topic_score_gemma":0.003426869,"teacher_disagreement_score":0.12843785,"about_ca_system_score_codex":0.0001558676,"about_ca_system_score_gemma":0.00014782223,"threshold_uncertainty_score":0.99699163},"labels":[],"label_agreement":null},{"id":"W2038145599","doi":"10.1111/1467-9481.00211","title":"Identity as the primary determinant of language choice in Valencia","year":2003,"lang":"en","type":"article","venue":"Journal of Sociolinguistics","topic":"Spanish Linguistics and Language Studies","field":"Arts and Humanities","cited_by":19,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Identity (music); Citation; Library science; Computer science; Linguistics; Sociology; Art; Philosophy","score_opus":0.022665288755647783,"score_gpt":0.28803040432892385,"score_spread":0.2653651155732761,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2038145599","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8656884,0.0056731286,0.00004091459,0.000049882805,0.0022780807,0.00009546152,0.000019080018,0.000006661333,0.12614839],"genre_scores_gemma":[0.99707544,0.00017842352,0.00027105317,0.00022414968,0.0016509491,8.601676e-7,6.274899e-7,0.000012758291,0.0005857395],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99884117,0.000071780116,0.00054670393,0.00006914031,0.00030274162,0.00016846135],"domain_scores_gemma":[0.9983954,0.00038804908,0.0004923871,0.00012838349,0.0005606117,0.00003520412],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00076929,0.0001072951,0.00029867192,0.0000774667,0.0001464697,0.00005057047,0.00022483448,0.000037421785,0.00021493298],"category_scores_gemma":[0.006134692,0.00007031721,0.00013521784,0.00004052014,0.0002723613,0.000042688713,0.0000335224,0.00028354028,0.0000053733834],"study_design_candidate":"theoretical_or_conceptual","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":[0.000039735718,0.0003707799,0.01596308,0.00030071,0.00023010976,0.0006717584,0.32460076,0.000024193474,0.0002715607,0.6545653,0.0019743217,0.0009877036],"study_design_scores_gemma":[0.0040928503,0.0011308765,0.054152165,0.0012390624,0.0010652794,0.0002374719,0.23904927,0.00007251777,0.0014555022,0.0952994,0.6010297,0.001175888],"about_ca_topic_score_codex":0.00029770716,"about_ca_topic_score_gemma":0.000781744,"teacher_disagreement_score":0.5990554,"about_ca_system_score_codex":0.000055460314,"about_ca_system_score_gemma":0.000118518576,"threshold_uncertainty_score":0.73442423},"labels":[],"label_agreement":null},{"id":"W2044193761","doi":"10.1111/1467-9481.00186","title":"Think <i>really different</i>: Continuity and specialization in the English dual form adverbs","year":2002,"lang":"en","type":"article","venue":"Journal of Sociolinguistics","topic":"Linguistic Variation and Morphology","field":"Social Sciences","cited_by":30,"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":"Variation (astronomy); Adverb; Linguistics; Meaning (existential); Constraint (computer-aided design); Dual (grammatical number); Identity (music); Psychology; Sociology; Noun; Mathematics; Philosophy","score_opus":0.026909974401842562,"score_gpt":0.2912710462462606,"score_spread":0.26436107184441804,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2044193761","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6763792,0.0007119156,0.0018283664,0.0038329272,0.009101513,0.00046648402,0.00003012135,0.000048659454,0.3076008],"genre_scores_gemma":[0.9926468,0.0007965331,0.00032366836,0.00066867383,0.005347151,4.9283824e-7,0.0000014709171,0.0000057859042,0.00020940215],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987084,0.0002482405,0.00040344155,0.00007603829,0.0003758324,0.00018801163],"domain_scores_gemma":[0.99838984,0.0005155032,0.00035712778,0.00007018272,0.0005940726,0.00007325946],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0013576119,0.000079337035,0.00019512737,0.000065021595,0.0002467123,0.000079466554,0.00017147769,0.00012352083,0.00011733784],"category_scores_gemma":[0.011752667,0.000057144167,0.0000571528,0.00010193328,0.00020137729,0.000047321697,0.00002024783,0.000292179,0.0000018788717],"study_design_candidate":"theoretical_or_conceptual","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":[0.000016994009,0.00016610202,0.016660132,0.000010584991,0.000023327299,0.000102825215,0.50970393,0.0000049083396,0.0000057003067,0.46671975,0.0055152047,0.0010705307],"study_design_scores_gemma":[0.004761004,0.0004101176,0.13259643,0.00013308387,0.00028824172,0.00008169379,0.08740957,0.00064032915,0.00001317807,0.19152972,0.58157516,0.0005614433],"about_ca_topic_score_codex":0.00009950384,"about_ca_topic_score_gemma":0.00053791323,"teacher_disagreement_score":0.57606,"about_ca_system_score_codex":0.0000814791,"about_ca_system_score_gemma":0.000064304986,"threshold_uncertainty_score":0.9965718},"labels":[],"label_agreement":null},{"id":"W2053490780","doi":"10.1111/j.1467-9841.2008.00393.x","title":"‘<i>Ch'us mon propre Bescherelle</i>’: Challenges from the Hip‐Hop nation to the Quebec nation<sup>1</sup>","year":2009,"lang":"en","type":"article","venue":"Journal of Sociolinguistics","topic":"Linguistic and Sociocultural Studies","field":"Social Sciences","cited_by":27,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McGill University","funders":"","keywords":"French; Lyrics; Sociology; Lingua franca; Population; Linguistic diversity; Language ideology; Prestige; Linguistics; Media studies; Political science; Politics; Ideology; Literature; Art","score_opus":0.05526364363385782,"score_gpt":0.30985534301483353,"score_spread":0.2545916993809757,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2053490780","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.59324265,0.031993654,0.0007949382,0.29127675,0.0060016247,0.0016669686,0.0000759576,0.00016786202,0.07477959],"genre_scores_gemma":[0.9767425,0.004102964,0.0006992595,0.0019573509,0.0152506195,0.0000066514913,0.0000031576012,0.000012492438,0.0012250115],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.997516,0.00035339597,0.0005455067,0.00017283148,0.0010484896,0.00036381572],"domain_scores_gemma":[0.9964038,0.0009860082,0.0004680655,0.00016855648,0.0018196607,0.00015388872],"candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.0018060385,0.00018945623,0.0003048626,0.00003409802,0.0017498314,0.00018722052,0.000685918,0.00019531146,0.000024861749],"category_scores_gemma":[0.01248525,0.00010479105,0.00020241296,0.00019097394,0.00029684004,0.0000739199,0.00005326982,0.000568101,0.00003054105],"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":[0.00006782419,0.00021636399,0.002280099,0.000012522791,0.00035320222,0.000038354927,0.79883844,0.00109673,0.00001308076,0.12636437,0.03662422,0.034094818],"study_design_scores_gemma":[0.000590934,0.00018961215,0.017251233,0.00015244493,0.0002569269,0.000003618778,0.18293208,0.00017628877,0.000021659293,0.054367404,0.7436722,0.0003856151],"about_ca_topic_score_codex":0.0052814796,"about_ca_topic_score_gemma":0.0045367363,"teacher_disagreement_score":0.70704794,"about_ca_system_score_codex":0.0004341756,"about_ca_system_score_gemma":0.00032484188,"threshold_uncertainty_score":0.99954975},"labels":[],"label_agreement":null},{"id":"W2064057754","doi":"10.1111/j.1467-9841.2006.00299.x","title":"Prosodic levelling during language shift: Okinawan approximations of Japanese pitch‐accent<sup>1</sup>","year":2006,"lang":"en","type":"article","venue":"Journal of Sociolinguistics","topic":"Linguistic Variation and Morphology","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":"Prosody; Stress (linguistics); Linguistics; Phonology; Obsolescence; Pitch accent; History; Intonation (linguistics); Psychology; Philosophy","score_opus":0.017920471007503328,"score_gpt":0.2990797081270557,"score_spread":0.2811592371195524,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2064057754","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9696951,0.00033971615,0.0024874324,0.0005445719,0.0009920954,0.00021441202,0.000029400519,0.000044337314,0.025652917],"genre_scores_gemma":[0.9902691,0.00004867592,0.0051496937,0.000052726988,0.0037255506,0.0000020053794,0.000006938518,0.000019095662,0.0007262175],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9979069,0.00017641028,0.0008763143,0.00013468646,0.00056814676,0.00033752556],"domain_scores_gemma":[0.9977542,0.00028759174,0.0009026338,0.00014566944,0.0007834179,0.00012646688],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011894819,0.0001366798,0.00035520145,0.00018775405,0.00041918232,0.000054171887,0.00032790846,0.00018232013,0.00014235449],"category_scores_gemma":[0.0041683814,0.00013160738,0.0001752227,0.0002379753,0.0003017827,0.00006596263,0.000035856,0.00034606527,0.000010109426],"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":[0.000111254085,0.0009093114,0.023365213,0.00035664544,0.00020380577,0.0004440323,0.649429,0.008547069,0.0015630649,0.3137542,0.0010039061,0.00031245072],"study_design_scores_gemma":[0.017941058,0.0010540531,0.111753926,0.0020430344,0.0024330807,0.0004894458,0.4976979,0.011201318,0.0058155917,0.28919864,0.05633294,0.0040390217],"about_ca_topic_score_codex":0.0011205762,"about_ca_topic_score_gemma":0.000077178156,"teacher_disagreement_score":0.15173115,"about_ca_system_score_codex":0.00019321042,"about_ca_system_score_gemma":0.0004309895,"threshold_uncertainty_score":0.5366793},"labels":[],"label_agreement":null},{"id":"W2075356732","doi":"10.1111/j.1467-9841.2008.00371_4.x","title":"<i>Linguistics in a Colonial World: A Story of Language, Meaning and Power</i> by <scp>Joseph Errington</scp>","year":2008,"lang":"en","type":"article","venue":"Journal of Sociolinguistics","topic":"Multilingual Education and Policy","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":"University of Toronto","funders":"","keywords":"Colonialism; Art history; Meaning (existential); History; Sociology; Media studies; Power (physics); Anthropology; Art; Philosophy; Archaeology; Epistemology","score_opus":0.03225341383596774,"score_gpt":0.387187912599733,"score_spread":0.35493449876376526,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2075356732","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93303686,0.0021388829,0.000023928027,0.00016912451,0.0016631369,0.00010393101,0.000023134317,0.00001600208,0.062825],"genre_scores_gemma":[0.9936821,0.00057779305,0.0020363182,0.00033595637,0.0018670963,8.3816917e-7,0.0000015410228,0.00001801848,0.0014803386],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9982377,0.00027637574,0.0005961513,0.00011598791,0.00046072123,0.00031302258],"domain_scores_gemma":[0.9969467,0.001317962,0.00068107777,0.00009572334,0.0007217845,0.00023675377],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0015185972,0.00013111555,0.00037120792,0.00027940187,0.00032688837,0.000023933846,0.00022940246,0.00013227807,0.000020907359],"category_scores_gemma":[0.031544592,0.00013708099,0.00009021788,0.00030508148,0.0005408321,0.000030399457,0.00003205411,0.00066202314,0.000002537804],"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":[0.00002826717,0.00033938058,0.029990444,0.00006328757,0.00006780631,0.00014524352,0.90689003,0.000047951376,0.00036985337,0.029627554,0.031880673,0.00054951035],"study_design_scores_gemma":[0.0015623142,0.0001863678,0.006469288,0.00023321982,0.0000855105,0.000030276184,0.054413006,0.00007157654,0.0003202019,0.0019215933,0.93452394,0.00018270432],"about_ca_topic_score_codex":0.0009749931,"about_ca_topic_score_gemma":0.0006096733,"teacher_disagreement_score":0.90264326,"about_ca_system_score_codex":0.00018548241,"about_ca_system_score_gemma":0.0010221223,"threshold_uncertainty_score":0.9766131},"labels":[],"label_agreement":null},{"id":"W2082325256","doi":"10.1111/1467-9481.00218","title":"'Anything <i>you</i> can do, <i>tu</i> can do better': <i>tu</i> and <i>vous</i> as substitutes for indefinite <i>on</i> in French","year":2003,"lang":"en","type":"article","venue":"Journal of Sociolinguistics","topic":"Linguistic Variation and Morphology","field":"Social Sciences","cited_by":92,"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":"Linguistics; French; Clitic; Ambiguity; Catalan; Feature (linguistics); History; Philosophy","score_opus":0.023407322741619916,"score_gpt":0.3014641746069557,"score_spread":0.27805685186533574,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2082325256","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.77298105,0.0042727524,0.003331204,0.013605121,0.020949896,0.0019658392,0.0005359692,0.0001850933,0.18217309],"genre_scores_gemma":[0.9817359,0.00081484456,0.0061216922,0.008646046,0.0023432982,0.000013239564,0.000008674439,0.00004602957,0.00027026676],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99670625,0.00041169708,0.0010778133,0.00037259053,0.0006848132,0.0007468223],"domain_scores_gemma":[0.9959074,0.001593021,0.00087727985,0.00023605005,0.00096513284,0.0004211164],"candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.003297895,0.0003241324,0.0006695907,0.00028726598,0.0006895652,0.00023417345,0.00040340333,0.00041246714,0.000045222965],"category_scores_gemma":[0.01728965,0.00031851578,0.000200443,0.00034733355,0.00049396016,0.00007080992,0.00004080182,0.00085457956,0.000006153612],"study_design_candidate":"theoretical_or_conceptual","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":[0.0001128738,0.0004352375,0.04167051,0.00010731173,0.0001645674,0.00055723207,0.08599436,0.00021065572,0.00038357396,0.85853076,0.010296488,0.0015364577],"study_design_scores_gemma":[0.004956058,0.0005686147,0.0009633439,0.00035322495,0.00026011438,0.00016793709,0.0089497585,0.000025528796,0.00045991963,0.20024921,0.7821393,0.0009069709],"about_ca_topic_score_codex":0.00067020976,"about_ca_topic_score_gemma":0.0007480496,"teacher_disagreement_score":0.77184284,"about_ca_system_score_codex":0.00031327698,"about_ca_system_score_gemma":0.0013262597,"threshold_uncertainty_score":0.9999267},"labels":[],"label_agreement":null},{"id":"W2083210461","doi":"10.1111/j.1467-9841.2009.00437.x","title":"Quoting ethnicity: Constructing dialogue in Aotearoa/New Zealand<sup>1</sup>","year":2010,"lang":"en","type":"article","venue":"Journal of Sociolinguistics","topic":"Language, Discourse, Communication Strategies","field":"Arts and Humanities","cited_by":53,"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 Victoria","funders":"","keywords":"Aotearoa; Construct (python library); Sociology; Indexicality; Ethnic group; Identity (music); Linguistics; Gender studies; Computer science; Anthropology; Aesthetics","score_opus":0.045431320272804915,"score_gpt":0.30720461196838345,"score_spread":0.2617732916955785,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2083210461","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95218086,0.0002623616,0.000042661984,0.0008035454,0.0015791343,0.000088855406,0.00002001084,0.000039679824,0.044982914],"genre_scores_gemma":[0.987948,0.00006278992,0.004464827,0.00017020886,0.0056061614,7.4528634e-7,0.0000061462106,0.000027550814,0.0017135844],"study_design_codex":"qualitative","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9984328,0.00010920237,0.0007773139,0.000108340544,0.00029244297,0.00027988295],"domain_scores_gemma":[0.99788195,0.00058076455,0.0006713903,0.0002559884,0.00048774292,0.00012215463],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009207343,0.00016438187,0.00036748755,0.00016758987,0.00018818269,0.00024412038,0.00043752513,0.00012018328,0.00042555347],"category_scores_gemma":[0.002400021,0.00013948517,0.00013391384,0.000049679078,0.00043965626,0.0001460193,0.0000773421,0.0014792326,0.00001980845],"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":[0.000043710348,0.0001714314,0.013790255,0.00005832593,0.00015570357,0.00017971052,0.61290264,0.00047431636,0.00036018356,0.3581705,0.008029585,0.005663609],"study_design_scores_gemma":[0.0045805965,0.00028873928,0.002082103,0.0007835432,0.00032589288,0.00047362086,0.34569478,0.001416193,0.00030034332,0.36399505,0.27879268,0.0012664506],"about_ca_topic_score_codex":0.000862526,"about_ca_topic_score_gemma":0.0011416601,"teacher_disagreement_score":0.2707631,"about_ca_system_score_codex":0.00004924797,"about_ca_system_score_gemma":0.0003690479,"threshold_uncertainty_score":0.64266115},"labels":[],"label_agreement":null},{"id":"W2084605976","doi":"10.1111/j.1467-9841.2008.00394.x","title":"Translation style and participant roles in court interpreting<sup>1</sup>","year":2009,"lang":"en","type":"article","venue":"Journal of Sociolinguistics","topic":"Interpreting and Communication in Healthcare","field":"Health Professions","cited_by":94,"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":"Interpreter; Gatekeeping; Style (visual arts); Linguistics; Variation (astronomy); Accommodation; Psychology; Social psychology; Sociology; Social distance; Political science; Law; Computer science; History; Coronavirus disease 2019 (COVID-19)","score_opus":0.1040667643613971,"score_gpt":0.4534732122188611,"score_spread":0.349406447857464,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2084605976","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97804517,0.003183633,0.0011978623,0.009025319,0.00044644857,0.0002597339,0.0000113221,0.000034861714,0.007795665],"genre_scores_gemma":[0.9944589,0.0005638235,0.00315955,0.0012729923,0.0004890912,0.0000037160125,0.0000023168907,0.000011444987,0.000038138976],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9976647,0.00061097817,0.0011445886,0.00009139426,0.00019620352,0.0002921284],"domain_scores_gemma":[0.9975319,0.001078674,0.0005778035,0.00016577581,0.0005289527,0.00011691935],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019737207,0.0001053875,0.0003212763,0.00011984625,0.0002795487,0.000012059725,0.00018004113,0.0001871472,0.00003359817],"category_scores_gemma":[0.0023947111,0.0000931801,0.00005931238,0.00008026074,0.00005924425,0.000042012904,0.000023861521,0.001197749,0.00000716777],"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":[0.00092143024,0.00037628485,0.20887703,0.0004895272,0.00009229487,0.000072288225,0.7238321,0.0020539074,0.00019866061,0.017948512,0.004553883,0.04058409],"study_design_scores_gemma":[0.009167619,0.0032416922,0.11887619,0.021134928,0.0004853691,0.0001387509,0.36621693,0.278655,0.00008554167,0.11409625,0.08644245,0.0014592961],"about_ca_topic_score_codex":0.000031471518,"about_ca_topic_score_gemma":0.000017874057,"teacher_disagreement_score":0.35761517,"about_ca_system_score_codex":0.00012554888,"about_ca_system_score_gemma":0.00023087127,"threshold_uncertainty_score":0.52036905},"labels":[],"label_agreement":null},{"id":"W2089851458","doi":"10.1111/1467-9481.00180","title":"Dynamics of dialect convergence","year":2002,"lang":"en","type":"article","venue":"Journal of Sociolinguistics","topic":"Linguistic Variation and Morphology","field":"Social Sciences","cited_by":134,"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":"Stress (linguistics); Linguistics; Sociolinguistics; Sociology; Immigration; Dynamics (music); Convergence (economics); Social mobility; History; Social science","score_opus":0.039834731793049714,"score_gpt":0.3196766067970474,"score_spread":0.2798418750039977,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2089851458","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.25549358,0.002668824,0.056686744,0.013657097,0.037305225,0.00048302725,0.00011002239,0.0001059339,0.63348955],"genre_scores_gemma":[0.9936728,0.00068662805,0.0030359942,0.00014048362,0.0016597263,2.1470855e-7,7.1047225e-7,0.0000064215246,0.0007970301],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99886596,0.00012233813,0.00046471285,0.000055912322,0.0003285142,0.00016258915],"domain_scores_gemma":[0.9978193,0.00034212248,0.000600712,0.00007465424,0.0010575558,0.00010565837],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.00078852306,0.000059004356,0.00021508416,0.000073933654,0.0001344785,0.000011372517,0.00022433515,0.000108941174,0.00082736387],"category_scores_gemma":[0.0110540455,0.00005649922,0.00010679146,0.00012734714,0.000309285,0.000021607266,0.000015263977,0.0001827051,0.00001599823],"study_design_candidate":"theoretical_or_conceptual","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":[0.000017914403,0.00019259448,0.015255265,0.000026005913,0.00008561092,0.00010033024,0.03628343,0.00006090405,0.00006369138,0.9395272,0.0069886255,0.0013984375],"study_design_scores_gemma":[0.004908879,0.0012912203,0.009683425,0.00032524316,0.000862795,0.00016313649,0.026908917,0.018761525,0.00046003007,0.36902934,0.5663482,0.0012572637],"about_ca_topic_score_codex":0.00010445605,"about_ca_topic_score_gemma":0.00006272249,"teacher_disagreement_score":0.7381792,"about_ca_system_score_codex":0.00012712282,"about_ca_system_score_gemma":0.00016695411,"threshold_uncertainty_score":0.99727625},"labels":[],"label_agreement":null},{"id":"W2091681037","doi":"10.1111/josl.12091","title":"Introduction: Sociolinguistics and tourism – mobilities, markets, multilingualism","year":2014,"lang":"en","type":"article","venue":"Journal of Sociolinguistics","topic":"Multilingual Education and Policy","field":"Social Sciences","cited_by":122,"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 Toronto","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Sociolinguistics; Commodification; Tourism; Sociology; Conceptualization; Multilingualism; Identity (music); Linguistics; Political science; Aesthetics","score_opus":0.03129017986147919,"score_gpt":0.3983764908273321,"score_spread":0.3670863109658529,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2091681037","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7734067,0.0040010856,0.003388087,0.02261156,0.033644065,0.0005869752,0.000046515805,0.00022429624,0.16209073],"genre_scores_gemma":[0.9276708,0.0012322207,0.009532949,0.00081739563,0.056231935,0.0000016582541,0.0000038920425,0.000028845967,0.004480334],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.997738,0.00044809486,0.0007367103,0.0001878328,0.00051038654,0.0003789815],"domain_scores_gemma":[0.99613935,0.0010507865,0.0006399463,0.00019815369,0.001585507,0.0003862661],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0033512386,0.00017787026,0.00037652647,0.00015696028,0.00062465464,0.00011869027,0.00027229247,0.00023974909,0.00026707607],"category_scores_gemma":[0.032590445,0.00017453906,0.00013654714,0.00013463662,0.0007375449,0.0000613948,0.000039692866,0.000551285,0.0000132821915],"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":[0.00014047249,0.00042473618,0.0034567309,0.00022371524,0.00019921732,0.000045430515,0.32366228,0.00008275376,0.00006826575,0.52700156,0.08164599,0.06304883],"study_design_scores_gemma":[0.0004407084,0.000058531296,0.0008628989,0.000033717923,0.00006847931,0.000022405671,0.010985068,0.00025485936,0.000027188262,0.018514432,0.96853346,0.0001982773],"about_ca_topic_score_codex":0.00029675732,"about_ca_topic_score_gemma":0.00003972075,"teacher_disagreement_score":0.88688743,"about_ca_system_score_codex":0.00019211005,"about_ca_system_score_gemma":0.000737529,"threshold_uncertainty_score":0.97555846},"labels":[],"label_agreement":null},{"id":"W2093058638","doi":"10.1111/josl.12094","title":"Work that –s!: Drag queens, gender, identity, and traditional Newfoundland English","year":2014,"lang":"en","type":"article","venue":"Journal of Sociolinguistics","topic":"Linguistic Variation and Morphology","field":"Social Sciences","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Memorial University of Newfoundland","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Salient; Parallels; Situated; Identity (music); Sociology; Linguistics; Feature (linguistics); Population; Sociolinguistics; Gender studies; Geography; Aesthetics; Art; Demography; Computer science; Archaeology","score_opus":0.09291081535994958,"score_gpt":0.3296117971520227,"score_spread":0.23670098179207313,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2093058638","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.43459365,0.0020128584,0.094788514,0.0056710336,0.04906146,0.00046266805,0.000055895518,0.00019682472,0.4131571],"genre_scores_gemma":[0.98436326,0.00032275904,0.0038262925,0.0005644161,0.010698325,5.458107e-7,0.000003365186,0.0000102347,0.00021083263],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99859035,0.0002335572,0.00033627002,0.00010457898,0.00051873695,0.00021650715],"domain_scores_gemma":[0.9978201,0.000679028,0.00039249862,0.0000729073,0.000821972,0.00021351562],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0019440423,0.00009213407,0.00022686206,0.00008591091,0.00039285535,0.00014224445,0.00019661924,0.0001616021,0.00014513095],"category_scores_gemma":[0.011349578,0.000088389614,0.00008776577,0.0000935667,0.00031910354,0.00009386612,0.00002725734,0.00030426038,0.00000701075],"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":[0.000019429861,0.000063450294,0.07619471,0.000011329412,0.000057597328,0.000031911844,0.027292877,0.000015653564,0.0000025570803,0.8898342,0.0061218017,0.00035447447],"study_design_scores_gemma":[0.0012155402,0.00009606717,0.06375063,0.000049789818,0.00015894033,0.000031861626,0.0037175303,0.000043585675,0.0000019915449,0.49960917,0.4310729,0.00025198894],"about_ca_topic_score_codex":0.00013073212,"about_ca_topic_score_gemma":0.00012509577,"teacher_disagreement_score":0.5497696,"about_ca_system_score_codex":0.0001185077,"about_ca_system_score_gemma":0.0002525801,"threshold_uncertainty_score":0.9969782},"labels":[],"label_agreement":null},{"id":"W2093446709","doi":"10.1111/josl.12037","title":"The Maghreb‐Mashreq language ideology and the politics of identity  in a globalized Arab world<sup>1</sup>","year":2013,"lang":"en","type":"article","venue":"Journal of Sociolinguistics","topic":"Multilingual Education and Policy","field":"Social Sciences","cited_by":110,"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":"Ideology; Vernacular; Identity (music); Politics; Linguistics; Sociology; Arabic; Scholarship; Political science; Art; Aesthetics; Law; Philosophy","score_opus":0.02726236004625277,"score_gpt":0.4260055948210271,"score_spread":0.39874323477477436,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2093446709","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9644366,0.0028115304,0.000044671022,0.009238533,0.0009949295,0.00023943916,0.000006684856,0.0000073736473,0.022220252],"genre_scores_gemma":[0.9942883,0.0008325307,0.0005201871,0.00080665573,0.0012711437,0.000002400146,4.070512e-7,0.0000064370524,0.0022719037],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9981943,0.0005260132,0.0006023159,0.00006693245,0.0003302643,0.00028018552],"domain_scores_gemma":[0.99700135,0.0016552546,0.00050279585,0.00013563439,0.0005831186,0.000121860634],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0023413633,0.000085913896,0.00027132023,0.00009195955,0.00036286123,0.00009714769,0.00038633548,0.00008354013,0.00010092437],"category_scores_gemma":[0.0117682265,0.00005196566,0.000103922284,0.00025234418,0.0013752652,0.000071164686,0.00004773941,0.0003404242,0.000009061005],"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":[0.000036152087,0.00006717598,0.016735421,0.000021953578,0.00005126957,0.000007396997,0.2182978,0.000039125614,0.00000665,0.7607769,0.0022594617,0.0017007368],"study_design_scores_gemma":[0.0049574543,0.000073395175,0.041238345,0.00015571217,0.0001724574,0.000030056566,0.25290826,0.0018097482,0.00002667266,0.56903785,0.12926771,0.00032231756],"about_ca_topic_score_codex":0.006601241,"about_ca_topic_score_gemma":0.001697362,"teacher_disagreement_score":0.191739,"about_ca_system_score_codex":0.000111052854,"about_ca_system_score_gemma":0.00048808358,"threshold_uncertainty_score":0.9979146},"labels":[],"label_agreement":null},{"id":"W2104806625","doi":"10.1111/j.1467-9841.2008.00361.x","title":"Language shift and the family: Questions from the Sri Lankan Tamil diaspora<sup>1</sup>","year":2008,"lang":"en","type":"article","venue":"Journal of Sociolinguistics","topic":"Diaspora, migration, transnational identity","field":"Social Sciences","cited_by":278,"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; Diaspora; Caste; Heritage language; Sociology; Mainstream; Language shift; Gender studies; Immigration; Anthropology; Ethnology; Social science; Political science; Linguistics; Law","score_opus":0.02742835063050236,"score_gpt":0.3028059622194935,"score_spread":0.27537761158899116,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2104806625","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98345995,0.0032266392,0.0004599153,0.0064854412,0.00048973935,0.00015223106,0.000089899964,0.00002522029,0.0056109475],"genre_scores_gemma":[0.993442,0.00208696,0.0006639579,0.0008677781,0.0027939882,0.0000021591186,0.000010121411,0.0000071088016,0.00012593053],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9981342,0.00039155319,0.00042168997,0.0001033673,0.0007612896,0.00018788701],"domain_scores_gemma":[0.99728966,0.0015509583,0.0003320102,0.00014453566,0.00057462,0.00010821621],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018139203,0.00010986823,0.00022274813,0.00004388828,0.0011470626,0.00011255859,0.00040814996,0.00011188162,0.00004601934],"category_scores_gemma":[0.003701578,0.00006887486,0.00014301774,0.00017058461,0.0013319954,0.00012709622,0.000026386248,0.00044066267,0.000011897171],"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":[0.000045209035,0.00008827683,0.04392241,0.0000046562886,0.00013510116,0.000076110045,0.657215,0.00034551523,0.0000072921166,0.29147494,0.0064940876,0.00019142135],"study_design_scores_gemma":[0.0021700116,0.00004849201,0.58502555,0.000081775404,0.0003874975,0.000022851162,0.21193454,0.0003754583,0.0000062332933,0.11848783,0.081126146,0.00033363816],"about_ca_topic_score_codex":0.011865782,"about_ca_topic_score_gemma":0.0025638132,"teacher_disagreement_score":0.5411031,"about_ca_system_score_codex":0.000099236764,"about_ca_system_score_gemma":0.00053001905,"threshold_uncertainty_score":0.99471426},"labels":[],"label_agreement":null},{"id":"W2108939391","doi":"10.1111/j.1360-6441.2005.00297.x","title":"Language rights in Indigenous communities:  The case of the Inuit of Arctic Québec<sup>1</sup>","year":2005,"lang":"en","type":"article","venue":"Journal of Sociolinguistics","topic":"Multilingual Education and Policy","field":"Social Sciences","cited_by":25,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Carleton University","funders":"","keywords":"Indigenous; The arctic; Arctic; Indigenous rights; Political science; Supreme court; Minority language; Land rights; Linguistic rights; Ethnology; Sociology; Law; Fundamental rights; Human rights; Linguistics; Right to property","score_opus":0.03697777878184868,"score_gpt":0.40378284297194,"score_spread":0.36680506419009135,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2108939391","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99418825,0.00049348024,0.0000020051932,0.0011162624,0.0002117314,0.0001068688,0.000014127772,0.0000029684484,0.0038643314],"genre_scores_gemma":[0.9979291,0.000080477315,0.00019440525,0.0003172083,0.0011157441,7.4482574e-7,2.9205376e-7,0.0000056541403,0.00035635536],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.998563,0.00043471824,0.0005485018,0.00003446267,0.00024753364,0.00017178894],"domain_scores_gemma":[0.9977275,0.0009379056,0.0006025827,0.00019680694,0.0004714821,0.000063704116],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001199653,0.00007498082,0.0002046526,0.000086664055,0.00036562842,0.000017837741,0.00048684262,0.00008436073,0.00014175926],"category_scores_gemma":[0.002066434,0.000045178127,0.0001237348,0.00019343622,0.0006017649,0.00003098572,0.00003395291,0.00046622858,0.0000024540193],"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":[0.000008232256,0.000126617,0.0037175736,0.000023357363,0.000023338229,0.00002295775,0.988129,0.00053666945,0.0000037533703,0.00556178,0.00013075744,0.001715946],"study_design_scores_gemma":[0.0008927465,0.00010577093,0.004449726,0.00036065993,0.00013912506,0.00025329908,0.8972607,0.0004944476,0.00021112671,0.00550298,0.09011122,0.00021816776],"about_ca_topic_score_codex":0.31493986,"about_ca_topic_score_gemma":0.29510096,"teacher_disagreement_score":0.09086829,"about_ca_system_score_codex":0.0002914941,"about_ca_system_score_gemma":0.0014481074,"threshold_uncertainty_score":0.71776164},"labels":[],"label_agreement":null},{"id":"W2120921592","doi":"10.1111/josl.12146","title":"A comparison of heritage language ideologies in interaction","year":2015,"lang":"en","type":"article","venue":"Journal of Sociolinguistics","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":true,"ca_institutions":"University of Waterloo; University of Alberta","funders":"","keywords":"Heritage language; German; Vietnamese; Ideology; Habitus; Construct (python library); Sociology; Multiculturalism; Linguistics; Gender studies; Political science; Social science; Pedagogy; Politics; Cultural capital","score_opus":0.26712503733742776,"score_gpt":0.5953993240899481,"score_spread":0.32827428675252035,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2120921592","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9670726,0.00048279078,0.00005291839,0.00046801582,0.0014640419,0.000037963797,0.0000015755027,0.000006879983,0.030413197],"genre_scores_gemma":[0.9971655,0.00004837713,0.0015858241,0.000066586515,0.0009198906,2.6803286e-7,5.331899e-7,0.0000035132127,0.00020951827],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.999098,0.0001384085,0.0004067961,0.00003467489,0.0002192925,0.0001028041],"domain_scores_gemma":[0.9987492,0.00023209242,0.0004376976,0.000047138266,0.0004486984,0.000085168074],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.00095629727,0.00004230664,0.00018978526,0.000106128464,0.000033492306,0.000014185179,0.000131705,0.00006723864,0.000032022206],"category_scores_gemma":[0.0097044585,0.000039081653,0.00004759205,0.00011030637,0.00013277144,0.00004552737,0.000012052419,0.00021020071,0.0000043618643],"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":[0.000049711696,0.00023410867,0.08923592,0.00002009702,0.000014320986,0.000013107921,0.8939115,0.00024990246,0.00010912645,0.00939785,0.0025269298,0.0042374413],"study_design_scores_gemma":[0.0006798624,0.00015753711,0.008333726,0.00011641128,0.000023625134,0.0000044812364,0.9098962,0.00030327507,0.00051130494,0.0039822785,0.075869024,0.00012228543],"about_ca_topic_score_codex":0.0012015188,"about_ca_topic_score_gemma":0.0005488181,"teacher_disagreement_score":0.08090219,"about_ca_system_score_codex":0.0001464751,"about_ca_system_score_gemma":0.00049420074,"threshold_uncertainty_score":0.9986372},"labels":[],"label_agreement":null},{"id":"W2125329953","doi":"10.1111/j.1467-9841.2011.00523.x","title":"From FOB to cool: Transnational migrant students in Toronto  and the styling of global linguistic capital","year":2012,"lang":"en","type":"article","venue":"Journal of Sociolinguistics","topic":"Multilingual Education and Policy","field":"Social Sciences","cited_by":78,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"CONTEST; Construct (python library); Globalization; Immigration; Sociology; Capital (architecture); Migrant workers; Inequality; Political science; Geography; Economic growth; Economics; Law","score_opus":0.035768609839725414,"score_gpt":0.4544270013940339,"score_spread":0.4186583915543085,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2125329953","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99294484,0.001298542,0.00013643566,0.00096872187,0.0016957514,0.00012819644,0.000045955778,0.000003530517,0.0027780437],"genre_scores_gemma":[0.9948947,0.00009104052,0.0014944905,0.00025781104,0.0032252225,0.0000012734124,0.000001343299,0.000005249772,0.000028874409],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9984916,0.00018890009,0.0005016688,0.00006245047,0.00054403656,0.00021135206],"domain_scores_gemma":[0.9983619,0.0006424922,0.0002728859,0.00006236382,0.0004560176,0.00020432711],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017298585,0.00008101878,0.00023833686,0.000025948704,0.00012544496,0.000036945064,0.0002548926,0.00007332123,0.000065308865],"category_scores_gemma":[0.0051658675,0.000062593615,0.00007775248,0.00008866193,0.00022913753,0.00004849488,0.00002182311,0.00014286606,0.0000010120959],"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":[0.0001771004,0.0002292252,0.1224229,0.000011607159,0.00006225211,0.0000026733449,0.6493803,0.000025591602,0.000007903625,0.22685553,0.00009772121,0.0007271533],"study_design_scores_gemma":[0.0053492594,0.00012402877,0.68545854,0.00019563733,0.00027669006,0.000008331335,0.218663,0.00013444862,0.00002309995,0.030750887,0.058615997,0.00040005115],"about_ca_topic_score_codex":0.015547421,"about_ca_topic_score_gemma":0.0066240104,"teacher_disagreement_score":0.56303567,"about_ca_system_score_codex":0.000376818,"about_ca_system_score_gemma":0.00035381733,"threshold_uncertainty_score":0.99100816},"labels":[],"label_agreement":null},{"id":"W2137671741","doi":"10.1111/j.1467-9841.2012.00543.x","title":"Ethics and social media: Implications for sociolinguistics in the networked public<sup>1</sup>","year":2012,"lang":"en","type":"article","venue":"Journal of Sociolinguistics","topic":"Digital Communication and Language","field":"Computer Science","cited_by":60,"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 Victoria; Thompson Rivers University","funders":"","keywords":"Publics; Sociology; Sociolinguistics; Media studies; Identity (music); Ethnography; Humanities; Political science; Anthropology; Art; Linguistics; Aesthetics; Law","score_opus":0.12339243734377582,"score_gpt":0.3598340683150939,"score_spread":0.2364416309713181,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2137671741","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.063861035,0.014149202,0.7042492,0.15711473,0.003266082,0.0013477975,0.00020307387,0.00023591735,0.055572934],"genre_scores_gemma":[0.97444516,0.00018671645,0.021461701,0.002153516,0.001713228,0.0000073502742,0.000009343532,0.000012356169,0.000010615445],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.998425,0.0002936956,0.0005457795,0.00009789617,0.00027663514,0.00036100546],"domain_scores_gemma":[0.9935008,0.0048746807,0.00042067,0.0003164111,0.0007738541,0.000113525755],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.00397372,0.00012797523,0.00023571121,0.00010011693,0.0004671498,0.00025003648,0.0011766917,0.00019031583,0.0000017163952],"category_scores_gemma":[0.009512607,0.000096882504,0.00012025767,0.00020553486,0.00020623542,0.00018370037,0.00016840026,0.0009956735,0.0000017585662],"study_design_candidate":"theoretical_or_conceptual","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":[0.000004337165,0.00013180733,0.0013580513,0.000021541908,0.00002341723,0.0000019074496,0.06866773,0.000026594265,0.0000018482357,0.9244471,0.002121269,0.0031943773],"study_design_scores_gemma":[0.0021478117,0.00015997572,0.02302074,0.000082107836,0.00014413317,0.00023279407,0.020695474,0.010293779,0.0000056183812,0.37922257,0.5632999,0.0006950948],"about_ca_topic_score_codex":0.0000016414542,"about_ca_topic_score_gemma":0.000004943816,"teacher_disagreement_score":0.91058415,"about_ca_system_score_codex":0.00007246328,"about_ca_system_score_gemma":0.00023384686,"threshold_uncertainty_score":0.9988307},"labels":[],"label_agreement":null},{"id":"W2141272029","doi":"10.1111/1467-9481.00200","title":"Contesting meaning: <i>Newfie</i> and the politics of ethnic labelling","year":2002,"lang":"en","type":"article","venue":"Journal of Sociolinguistics","topic":"Canadian Identity and History","field":"Social Sciences","cited_by":23,"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; York University","funders":"","keywords":"Ideology; Solidarity; Ethnic group; Politics; Meaning (existential); Commodification; Sociology; Gender studies; Diversity (politics); Term (time); Political science; Media studies; Law; Anthropology; Economy; Epistemology","score_opus":0.05202020349559866,"score_gpt":0.2825179577232419,"score_spread":0.23049775422764324,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2141272029","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.24091172,0.12065096,0.0013475639,0.012829848,0.005741621,0.00047760888,0.000048460144,0.000061638886,0.6179306],"genre_scores_gemma":[0.9905566,0.0045695873,0.0008354784,0.00029882728,0.0016043639,2.0284249e-7,9.219376e-8,0.000008074636,0.0021267638],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99898154,0.00013315625,0.00037034383,0.000046205878,0.00029872454,0.00017004734],"domain_scores_gemma":[0.99801016,0.00084776134,0.0004674358,0.0000614991,0.0004946658,0.00011848301],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012903585,0.000049623497,0.00020709059,0.00010698602,0.000712956,0.00007755073,0.00016867557,0.000070140086,0.000055082186],"category_scores_gemma":[0.00593848,0.000045907258,0.000089403606,0.00012763939,0.0014778316,0.000036978843,0.000015547117,0.0002953068,0.000002368181],"study_design_candidate":"theoretical_or_conceptual","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":[0.000013609202,0.000043370095,0.00078859035,0.000056558594,0.00007931108,0.000049258277,0.20509385,0.0000609914,0.000030348754,0.78143865,0.009200626,0.0031448149],"study_design_scores_gemma":[0.0026675037,0.00011639263,0.00029599835,0.00037041528,0.00042891994,0.00006571601,0.033263426,0.0011264229,0.0000144971145,0.10226814,0.8590894,0.00029316932],"about_ca_topic_score_codex":0.012803405,"about_ca_topic_score_gemma":0.011022774,"teacher_disagreement_score":0.8498888,"about_ca_system_score_codex":0.00017990242,"about_ca_system_score_gemma":0.00021929742,"threshold_uncertainty_score":0.9937704},"labels":[],"label_agreement":null},{"id":"W2144103520","doi":"10.1111/josl.12082","title":"Linguistic commodification in tourism","year":2014,"lang":"en","type":"article","venue":"Journal of Sociolinguistics","topic":"Multilingual Education and Policy","field":"Social Sciences","cited_by":212,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Toronto","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Commodification; Tourism; Capitalism; Hegemony; Ideology; Politics; Globalization; Sociology; French; Tourism geography; Political science; Political economy; Economy; Linguistics; Economics","score_opus":0.07321174186852401,"score_gpt":0.46558861168647303,"score_spread":0.392376869817949,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2144103520","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.33976427,0.00038517092,0.0030965926,0.0040132157,0.0069476366,0.00018577716,0.000003794598,0.000040474424,0.64556307],"genre_scores_gemma":[0.99116254,0.00013155174,0.0023006883,0.00041603556,0.0054578227,6.221051e-7,9.804984e-7,0.000007688734,0.0005220672],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987851,0.00024686026,0.00044918084,0.000060977487,0.00027551153,0.00018238353],"domain_scores_gemma":[0.9982455,0.0005333626,0.00037133595,0.00009383589,0.00061601814,0.00013994372],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0019908478,0.00006295146,0.00016916527,0.00014733274,0.00015895191,0.00003895807,0.0002217322,0.00009762393,0.00004503252],"category_scores_gemma":[0.019569462,0.00006246712,0.0000639077,0.00014753483,0.00014435634,0.00002548213,0.000008872909,0.00029137847,0.000019538722],"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":[0.000031430376,0.00034706868,0.01418519,0.000039894392,0.00002046104,0.000013322987,0.3251495,0.00022846989,0.000052004492,0.6298349,0.0054265987,0.02467116],"study_design_scores_gemma":[0.00045034537,0.000045143577,0.007436482,0.00006709748,0.000019874407,0.0000030451604,0.0035778116,0.00058902527,0.000023482558,0.038349755,0.949307,0.00013088509],"about_ca_topic_score_codex":0.0005377741,"about_ca_topic_score_gemma":0.00015867625,"teacher_disagreement_score":0.94388044,"about_ca_system_score_codex":0.00015668882,"about_ca_system_score_gemma":0.00044183078,"threshold_uncertainty_score":0.9886891},"labels":[],"label_agreement":null},{"id":"W2145918021","doi":"10.1111/j.1467-9841.2003.00238.x","title":"Globalization, the new economy, and the commodification of language and identity","year":2003,"lang":"en","type":"article","venue":"Journal of Sociolinguistics","topic":"Multilingual Education and Policy","field":"Social Sciences","cited_by":938,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Commodification; Hybridity; Sociology; Identity (music); Globalization; French; Ethnography; National identity; Gender studies; Anthropology; Linguistics; Political science; Economy; Economics; Aesthetics; Law","score_opus":0.043444802427536344,"score_gpt":0.436918397568847,"score_spread":0.39347359514131064,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2145918021","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.78322124,0.010770748,0.0064808363,0.025360534,0.0019404533,0.00045490402,0.0000100920115,0.000014254304,0.17174694],"genre_scores_gemma":[0.99770194,0.0007472974,0.00034310203,0.00039496078,0.0005193767,2.0785737e-7,2.6427443e-7,0.000002120581,0.0002907298],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.999381,0.00021037745,0.00021784281,0.00002953564,0.00010340844,0.000057802787],"domain_scores_gemma":[0.99895096,0.00034150516,0.0003234697,0.000059937793,0.00026920976,0.000054891814],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014599669,0.0000327858,0.000089567075,0.000018190414,0.00023423151,0.000056981877,0.000105661115,0.00003274771,0.000023922787],"category_scores_gemma":[0.0049928906,0.00001981646,0.000027750615,0.000067572146,0.00042388376,0.000045181878,0.000007654751,0.00008189248,6.0529516e-7],"study_design_candidate":"theoretical_or_conceptual","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":[0.000005038511,0.000009518926,0.0019187549,0.000005742498,0.000011765918,1.40729e-7,0.12531887,0.0000056750714,0.0000024262279,0.8708636,0.0011408419,0.00071759376],"study_design_scores_gemma":[0.001702971,0.00002723082,0.009448435,0.000039946754,0.00016074412,0.000016959046,0.13311952,0.00017899144,0.000081549544,0.3528662,0.5022308,0.00012663702],"about_ca_topic_score_codex":0.00077690213,"about_ca_topic_score_gemma":0.000178539,"teacher_disagreement_score":0.51799744,"about_ca_system_score_codex":0.00002400706,"about_ca_system_score_gemma":0.00032251576,"threshold_uncertainty_score":0.5977317},"labels":[],"label_agreement":null},{"id":"W2147588935","doi":"10.1111/j.1467-9841.2004.00271.x","title":"<i>He’s like, she’s like</i>:  The quotative system in Canadian youth","year":2004,"lang":"en","type":"article","venue":"Journal of Sociolinguistics","topic":"Linguistic Variation and Morphology","field":"Social Sciences","cited_by":249,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Grammaticalization; Linguistic change; Psychology; Action (physics); Demography; Linguistics; Developmental psychology; Sociology","score_opus":0.02806576688794766,"score_gpt":0.30170008605354476,"score_spread":0.2736343191655971,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2147588935","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.27095744,0.0026865043,0.005304542,0.026030768,0.05901972,0.0015487934,0.00026468432,0.00017223382,0.6340153],"genre_scores_gemma":[0.9949614,0.00010100292,0.00095612154,0.0012387107,0.0025161305,0.0000014145592,0.00000214706,0.000012464833,0.00021062487],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9982789,0.0002440665,0.00053217646,0.000105110885,0.00039504928,0.00044466805],"domain_scores_gemma":[0.9980563,0.00025374503,0.00041763013,0.00011441561,0.0008244503,0.0003334894],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002246278,0.00010890107,0.00024866502,0.00015957719,0.0004736966,0.0000653739,0.00038622803,0.00016962239,0.00002893655],"category_scores_gemma":[0.004637037,0.00008328671,0.00010359572,0.0002463752,0.0002893267,0.000034231114,0.000018120405,0.0004781983,0.000025598129],"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":[0.000026059528,0.00006354949,0.005896102,0.000018177385,0.00008002334,0.00054876064,0.497473,0.0007599022,0.0000035847454,0.4935782,0.0014304658,0.00012217264],"study_design_scores_gemma":[0.003328201,0.0002484907,0.00753334,0.00043674323,0.00034681405,0.000113921946,0.5473281,0.00011195627,0.000012186779,0.032898404,0.40705892,0.0005828882],"about_ca_topic_score_codex":0.3380053,"about_ca_topic_score_gemma":0.36146733,"teacher_disagreement_score":0.724004,"about_ca_system_score_codex":0.0013439115,"about_ca_system_score_gemma":0.0037586105,"threshold_uncertainty_score":0.6667614},"labels":[],"label_agreement":null},{"id":"W2148704278","doi":"10.1111/1467-9481.00135","title":"You're like ‘why not?’ The quotative expressions of Glasgow adolescents","year":2001,"lang":"en","type":"article","venue":"Journal of Sociolinguistics","topic":"Discourse Analysis in Language Studies","field":"Arts and Humanities","cited_by":231,"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":"TRACE (psycholinguistics); Feature (linguistics); Linguistics; History; Psychology; Sociology; Philosophy","score_opus":0.04497057342091777,"score_gpt":0.31013654218020564,"score_spread":0.2651659687592879,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2148704278","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.59523815,0.013184473,0.002024599,0.0058129644,0.012688159,0.0005416923,0.00035340694,0.00008110126,0.37007546],"genre_scores_gemma":[0.9935978,0.00050002156,0.00021944972,0.0006724404,0.0032783689,0.0000011949697,0.0000016175885,0.000016844733,0.0017122639],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.998606,0.00008929318,0.00057045347,0.000085347274,0.00046001349,0.00018884614],"domain_scores_gemma":[0.9976523,0.00021129457,0.000784818,0.00018285433,0.0011126812,0.000056076366],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00037488746,0.00014286081,0.00035930137,0.000090059504,0.00037812837,0.00005937276,0.00034690768,0.000039077353,0.0005346389],"category_scores_gemma":[0.0009564589,0.000083955696,0.0002906875,0.00004800136,0.0006841794,0.00006255396,0.00007332715,0.000337021,0.0000108631775],"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":[0.00029987886,0.0009794135,0.008115515,0.00016414924,0.00229398,0.00040802173,0.7742804,0.0004102452,0.00025545186,0.10188875,0.10868546,0.0022187207],"study_design_scores_gemma":[0.0013631767,0.00033609566,0.0022821222,0.0013953014,0.0016883012,0.00003073727,0.4256389,0.0001686221,0.00019703063,0.0117011685,0.5547405,0.0004580249],"about_ca_topic_score_codex":0.00005274992,"about_ca_topic_score_gemma":0.00013536244,"teacher_disagreement_score":0.44605502,"about_ca_system_score_codex":0.000036340512,"about_ca_system_score_gemma":0.00006097137,"threshold_uncertainty_score":0.5853921},"labels":[],"label_agreement":null},{"id":"W2170000657","doi":"10.1111/1467-9481.00160","title":"Real‐time changes in the paradigm of personal pronouns in Montreal French","year":2001,"lang":"en","type":"article","venue":"Journal of Sociolinguistics","topic":"Linguistic Variation and Morphology","field":"Social Sciences","cited_by":104,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Personal pronoun; Plural; Clitic; Grammaticalization; Variation (astronomy); Linguistics; Alternation (linguistics); Interpretation (philosophy); Reflexive pronoun; Psychology; History; Philosophy","score_opus":0.030225713766513146,"score_gpt":0.32073011521763856,"score_spread":0.29050440145112544,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2170000657","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.90231615,0.00024101703,0.00009534572,0.0064591723,0.0010909506,0.00023338362,0.000013499128,0.000008610105,0.08954188],"genre_scores_gemma":[0.9964502,0.00088022347,0.0004407079,0.00016049125,0.0016999728,0.0000018382742,0.0000015800798,0.0000050011427,0.00036001022],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9986146,0.00029349537,0.0004234115,0.00007497374,0.00036552944,0.00022796581],"domain_scores_gemma":[0.9987013,0.00051540224,0.00041006727,0.000067412504,0.00025126076,0.000054587166],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002163679,0.00007281668,0.00024575627,0.00013473848,0.000088174245,0.00001733773,0.00026658052,0.00012342792,0.00014709128],"category_scores_gemma":[0.0033737896,0.000055207784,0.000063209794,0.00021178022,0.00021140139,0.000019735839,0.000011802525,0.00027291974,0.0000054433185],"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":[0.00011580733,0.00078904326,0.2173352,0.00003053306,0.000066214176,0.0009812996,0.67758656,0.00010385033,0.0001391282,0.096221164,0.004333481,0.002297709],"study_design_scores_gemma":[0.004274291,0.0007758705,0.7033225,0.0002949829,0.00017691181,0.00016410918,0.05145133,0.0014954386,0.000017340268,0.13299769,0.104505,0.00052451674],"about_ca_topic_score_codex":0.0056930343,"about_ca_topic_score_gemma":0.009604427,"teacher_disagreement_score":0.62613523,"about_ca_system_score_codex":0.00013166993,"about_ca_system_score_gemma":0.0003504443,"threshold_uncertainty_score":0.86062026},"labels":[],"label_agreement":null},{"id":"W2284440167","doi":"10.1111/josl.12164","title":"Stylistic and discursive functions of French negative particle<i>ne</i>in an educational context","year":2015,"lang":"en","type":"article","venue":"Journal of Sociolinguistics","topic":"Linguistic Variation and Morphology","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"York University; University of Toronto","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Formality; Markedness; Context (archaeology); Psychology; Code-switching; Linguistics; Variation (astronomy); Class (philosophy); Pedagogy; Mathematics education; Sociology; History; Computer science","score_opus":0.06181437925882996,"score_gpt":0.3648894546217153,"score_spread":0.30307507536288536,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2284440167","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97428423,0.0005172899,0.002127106,0.0031443723,0.0032722964,0.000183529,0.000052880856,0.00000921625,0.016409086],"genre_scores_gemma":[0.9965834,0.000033539323,0.0018117998,0.00014097468,0.0011114841,0.0000012299325,0.000003069363,0.0000053962285,0.00030910215],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9988056,0.0002345999,0.00043504243,0.00008538928,0.00028580512,0.000153576],"domain_scores_gemma":[0.9970461,0.0006423242,0.00042808766,0.000065704,0.0015777955,0.00023998409],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0009867798,0.000067707944,0.00021273282,0.00007228824,0.00010393615,0.000024786848,0.000115145966,0.00008042251,0.00007680966],"category_scores_gemma":[0.016413255,0.00006200999,0.00003897086,0.00012768891,0.00045444185,0.00006675184,0.000016267251,0.00018128351,0.000004555553],"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":[0.000072914096,0.000511714,0.14977637,0.000014512259,0.00006018223,0.000027315262,0.20970717,0.00015592208,0.00004806575,0.6359963,0.0028646511,0.00076492014],"study_design_scores_gemma":[0.005303155,0.0012401859,0.19145916,0.0001840862,0.0003760777,0.000049244332,0.31561664,0.0009611949,0.00006304627,0.44404024,0.040189635,0.0005173286],"about_ca_topic_score_codex":0.0008032301,"about_ca_topic_score_gemma":0.0010728306,"teacher_disagreement_score":0.19195601,"about_ca_system_score_codex":0.00013651315,"about_ca_system_score_gemma":0.0011086765,"threshold_uncertainty_score":0.9918719},"labels":[],"label_agreement":null},{"id":"W2345196756","doi":"10.1111/josl.12264","title":"Perceptual identification of talker ethnicity in Vancouver English","year":2017,"lang":"en","type":"article","venue":"Journal of Sociolinguistics","topic":"Linguistic Variation and Morphology","field":"Social Sciences","cited_by":24,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Indexicality; Ethnic group; Variation (astronomy); Psychology; Perception; Linguistics; Speech perception; Mainstream; Identification (biology); Social psychology; Sociology; Anthropology","score_opus":0.0415522590226217,"score_gpt":0.3685302912956376,"score_spread":0.32697803227301586,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2345196756","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.902172,0.00011094557,0.0026088874,0.0005042649,0.020291826,0.00017398458,0.000022484675,0.000016742983,0.07409881],"genre_scores_gemma":[0.9958396,0.0001219556,0.0009359255,0.000057677655,0.002535128,4.3952102e-7,5.923445e-7,0.000005976272,0.0005027054],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99867404,0.00013829119,0.00062147627,0.00007611596,0.00034158496,0.00014849246],"domain_scores_gemma":[0.996625,0.00019704735,0.0012847001,0.00017008542,0.0016514878,0.00007165774],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.002253829,0.000058601054,0.00021844442,0.00008252389,0.00028460784,0.000041823518,0.0003882728,0.0001503969,0.0001119127],"category_scores_gemma":[0.04478525,0.00005718632,0.00008863393,0.000042392927,0.0004438964,0.00007224708,0.00003488362,0.0002610754,0.0000035834323],"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":[0.00014162537,0.0006788296,0.16911764,0.0000727913,0.00012567354,0.00018032575,0.5167544,0.00022081884,0.0014495897,0.2910305,0.016974945,0.0032528455],"study_design_scores_gemma":[0.0041768705,0.00024716006,0.61477923,0.00023036842,0.00026854957,0.000007157348,0.07891269,0.0004334991,0.00070468325,0.085657425,0.21396665,0.0006156724],"about_ca_topic_score_codex":0.00056101196,"about_ca_topic_score_gemma":0.0011498677,"teacher_disagreement_score":0.4456616,"about_ca_system_score_codex":0.00012730848,"about_ca_system_score_gemma":0.0003592926,"threshold_uncertainty_score":0.96326095},"labels":[],"label_agreement":null},{"id":"W2589067456","doi":"10.1111/josl.12227","title":"Levelling across the life‐span?: Tracing the <scp>face</scp> vowel in panel data from the North East of England","year":2017,"lang":"en","type":"article","venue":"Journal of Sociolinguistics","topic":"Linguistic Variation and Morphology","field":"Social Sciences","cited_by":21,"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":"Arts and Humanities Research Council","keywords":"Diphthong; Vowel; Linguistics; German; Mid vowel; Ethnography; Quarter (Canadian coin); Scope (computer science); Face (sociological concept); Psychology; Sociology; History; Computer science; Anthropology","score_opus":0.16733855883544366,"score_gpt":0.3746063715848162,"score_spread":0.20726781274937253,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2589067456","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.983973,0.0009278636,0.002801459,0.004991032,0.004259404,0.00021943256,0.00034844462,0.000009770631,0.0024695715],"genre_scores_gemma":[0.9920391,0.00048455698,0.00039342037,0.00046914734,0.00646492,9.280136e-7,0.000008294799,0.0000131105635,0.00012656643],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9978235,0.0004127734,0.0006919757,0.00016116907,0.0005579066,0.00035271375],"domain_scores_gemma":[0.993004,0.0038719529,0.0016048377,0.00077727635,0.0006362413,0.00010565471],"candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.0049965344,0.00013006452,0.00031000428,0.000020537587,0.0019522593,0.0002663987,0.0026585478,0.00014339823,0.0000143945545],"category_scores_gemma":[0.0727288,0.00006868574,0.000100647725,0.000083358,0.00096325716,0.0000827908,0.0002820922,0.0007782467,0.000006367222],"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":[0.00002740854,0.00012246039,0.29795036,0.000014809647,0.00024903347,0.00008158459,0.6908835,0.0011664801,0.00002386331,0.004829989,0.0033875033,0.0012629908],"study_design_scores_gemma":[0.0017506445,0.000051430394,0.71593326,0.00015395558,0.0002958774,0.000014661273,0.13048042,0.0032731257,0.000010945918,0.009758729,0.13815604,0.00012089641],"about_ca_topic_score_codex":0.0038262352,"about_ca_topic_score_gemma":0.009449052,"teacher_disagreement_score":0.5604031,"about_ca_system_score_codex":0.000048933383,"about_ca_system_score_gemma":0.0006063101,"threshold_uncertainty_score":0.9993471},"labels":[],"label_agreement":null},{"id":"W2772654752","doi":"10.1111/josl.12278","title":"It's no problem to be polite: Apparent‐time change in responses to thanks","year":2018,"lang":"en","type":"article","venue":"Journal of Sociolinguistics","topic":"Language, Discourse, Communication Strategies","field":"Arts and Humanities","cited_by":34,"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":"Politeness; Psychology; Linguistics; Language change; Social psychology; Sociology; Philosophy","score_opus":0.11951183882352265,"score_gpt":0.3727006187701209,"score_spread":0.2531887799465983,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2772654752","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.40935922,0.0008333678,0.00008443103,0.029337026,0.002748575,0.00087131007,0.00028951513,0.000092623646,0.55638397],"genre_scores_gemma":[0.9794108,0.000044614426,0.003124737,0.005815644,0.0070154546,0.000013339323,0.0000053252465,0.000030362022,0.0045397235],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9985496,0.00012958361,0.0005721173,0.00011735064,0.00032908868,0.00030226287],"domain_scores_gemma":[0.9977095,0.00021660929,0.00029799246,0.00030207942,0.0013068791,0.0001669215],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00067024265,0.0001583436,0.00030041486,0.00028956402,0.00020258612,0.00022147896,0.0005141977,0.000062646424,0.0008423033],"category_scores_gemma":[0.0010734976,0.00013104473,0.000085049425,0.00007994215,0.00023742228,0.00011978877,0.00012565954,0.0002835504,0.00036690914],"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":[0.00036535016,0.00027091394,0.00074256543,0.000052610427,0.000084746505,0.00006862109,0.76699036,0.0000052658515,0.00019093622,0.16752207,0.06298713,0.0007194182],"study_design_scores_gemma":[0.0004974431,0.0008037705,0.0012259943,0.00037665587,0.000050348557,0.000017847298,0.03034812,0.000029438155,0.00007816699,0.0053715566,0.9608651,0.00033556565],"about_ca_topic_score_codex":0.00019138155,"about_ca_topic_score_gemma":0.000631785,"teacher_disagreement_score":0.897878,"about_ca_system_score_codex":0.00012883497,"about_ca_system_score_gemma":0.00017540932,"threshold_uncertainty_score":0.9222631},"labels":[],"label_agreement":null},{"id":"W2897868862","doi":"10.1111/josl.12310","title":"‘I don't come off as timid anymore’: Real‐time change in early adulthood against the backdrop of the community","year":2018,"lang":"en","type":"article","venue":"Journal of Sociolinguistics","topic":"Linguistic Variation and Morphology","field":"Social Sciences","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Salience (neuroscience); Early adulthood; Period (music); Psychology; Formative assessment; Hum; Life course approach; Demography; Linguistics; Developmental psychology; Young adult; Sociology; History; Cognitive psychology; Pedagogy","score_opus":0.045940646379537715,"score_gpt":0.3446038756891167,"score_spread":0.298663229309579,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2897868862","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95405835,0.00007538813,0.000014538006,0.0025477482,0.0021614486,0.000209828,0.000020413256,0.000011641206,0.04090067],"genre_scores_gemma":[0.9945523,0.00037303264,0.0003786614,0.0012420132,0.0032238534,0.0000017980262,0.0000014597322,0.000012936159,0.00021395762],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99725926,0.001272778,0.0006225253,0.00007514025,0.00049065234,0.0002796318],"domain_scores_gemma":[0.99651533,0.00080152776,0.00088741793,0.00030169162,0.0013926433,0.00010137216],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.003582516,0.00011241355,0.00030664852,0.0000752396,0.0007068383,0.00003506015,0.0008796562,0.00018218566,0.00013870344],"category_scores_gemma":[0.01104482,0.000071290684,0.00014424688,0.00029516278,0.001162511,0.000038457412,0.00012613986,0.00075087155,0.000029847753],"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":[0.00017075405,0.0006126168,0.08058897,0.00003856565,0.00015816059,0.000061061524,0.8212496,0.000013818603,0.0004180205,0.09071431,0.003847314,0.0021268171],"study_design_scores_gemma":[0.004710729,0.0016226763,0.6975866,0.00082501175,0.00040679568,0.000060211478,0.06452117,0.0007902652,0.00036449172,0.06354115,0.16476583,0.00080503605],"about_ca_topic_score_codex":0.0047106245,"about_ca_topic_score_gemma":0.0010203567,"teacher_disagreement_score":0.7567284,"about_ca_system_score_codex":0.00016608843,"about_ca_system_score_gemma":0.0004667436,"threshold_uncertainty_score":0.99728554},"labels":[],"label_agreement":null},{"id":"W2898042533","doi":"10.1111/josl.12304","title":"The pragmatics of kin address: A sociolinguistic universal and its semantic affordances","year":2018,"lang":"en","type":"article","venue":"Journal of Sociolinguistics","topic":"Language, Discourse, Communication Strategies","field":"Arts and Humanities","cited_by":42,"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":"Honorific; Linguistics; Sociolinguistics; Sociology; Linguistic universal; Noun; Psychology; Theoretical linguistics; Philosophy","score_opus":0.041204507160684765,"score_gpt":0.30730363824443135,"score_spread":0.2660991310837466,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2898042533","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7560772,0.022512697,0.0006288414,0.0020201853,0.0054130135,0.00046096725,0.00013734204,0.0000743661,0.21267541],"genre_scores_gemma":[0.9949914,0.0010593365,0.0006703332,0.000053138636,0.0026952696,8.140067e-7,0.000001253935,0.000017253176,0.000511204],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9987104,0.000116608004,0.0005969891,0.0000735496,0.00030996255,0.00019250321],"domain_scores_gemma":[0.9961153,0.0008319521,0.0009831242,0.00020728103,0.0018001512,0.000062142695],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006906874,0.00013402643,0.00028699407,0.000069307745,0.0005957027,0.00014947195,0.00044189097,0.000053558408,0.00008202894],"category_scores_gemma":[0.0020670237,0.00008814483,0.00009394347,0.00003587506,0.0015111194,0.00007697073,0.00008369871,0.00027858088,0.000006686546],"study_design_candidate":"theoretical_or_conceptual","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":[0.00003843943,0.000054793887,0.00011615122,0.000098985765,0.00017342408,0.000014116497,0.09688739,0.000006602831,0.000041202893,0.90091175,0.001408434,0.00024869712],"study_design_scores_gemma":[0.0023733291,0.0013835772,0.00099509,0.0013732131,0.0011575444,0.00012554455,0.40646088,0.002824694,0.0007372149,0.32232538,0.25945312,0.0007904246],"about_ca_topic_score_codex":0.00002148593,"about_ca_topic_score_gemma":0.00015650554,"teacher_disagreement_score":0.5785864,"about_ca_system_score_codex":0.000036783917,"about_ca_system_score_gemma":0.00022560313,"threshold_uncertainty_score":0.55677825},"labels":[],"label_agreement":null},{"id":"W2899746825","doi":"10.1111/josl.12317","title":"MonicaHeller and BonnieMcElhinny. Language, Capitalism, Colonialism: Toward a Critical History. Toronto, Ontario: University of Toronto Press. 2017. xii + 310 pp. Pb (9781442606203) $44.95, eBook (9781442606227) $35.95.","year":2018,"lang":"en","type":"article","venue":"Journal of Sociolinguistics","topic":"Multilingual Education and Policy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Capitalism; Colonialism; Citation; Sociology; Media studies; Library science; Politics; Political science; Computer science; Law","score_opus":0.06301476467192837,"score_gpt":0.38855949929021544,"score_spread":0.32554473461828703,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2899746825","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5556171,0.1625395,0.00027893882,0.0025479426,0.015029313,0.0007997611,0.00015897222,0.0001354009,0.26289308],"genre_scores_gemma":[0.9576794,0.014868564,0.0066692033,0.0007574921,0.0055238744,0.0000013185196,0.0000055244877,0.000041274212,0.01445334],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99771845,0.0002864036,0.00061462965,0.00025397522,0.0006366204,0.0004899371],"domain_scores_gemma":[0.9968402,0.0004168442,0.0006184693,0.0002626272,0.0013036733,0.00055818836],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001022072,0.00023518447,0.0005460622,0.000020427946,0.00042808527,0.000056348854,0.0005222479,0.00032745706,0.0021237428],"category_scores_gemma":[0.0019940557,0.00024953962,0.00021374052,0.000028127977,0.0017228316,0.00024467765,0.00010085306,0.00039453665,0.000012460315],"study_design_candidate":"not_applicable","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":[0.0002647413,0.00035297038,0.00051092426,0.00007899223,0.00016448143,0.0000815955,0.76368195,0.0000027562862,0.00028935322,0.026807047,0.20648526,0.0012799606],"study_design_scores_gemma":[0.00076739385,0.00027364766,0.0020563523,0.00009877595,0.00020963508,0.000019556555,0.039104164,0.00004525233,0.000054092627,0.0004325531,0.95664304,0.00029550883],"about_ca_topic_score_codex":0.5963131,"about_ca_topic_score_gemma":0.37259898,"teacher_disagreement_score":0.75015783,"about_ca_system_score_codex":0.0028720982,"about_ca_system_score_gemma":0.0027302909,"threshold_uncertainty_score":0.9999957},"labels":[],"label_agreement":null},{"id":"W2905788792","doi":"10.1111/josl.12322","title":"Francophone Canadian, franco‐mobile, Tamil? Unfolding identity","year":2018,"lang":"en","type":"article","venue":"Journal of Sociolinguistics","topic":"Linguistic and Sociocultural Studies","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":"French; Identity (music); Citation; Tamil; Library science; Sociology; Philosophy; Humanities; Linguistics; Computer science","score_opus":0.024222933900322947,"score_gpt":0.33553937505183357,"score_spread":0.31131644115151064,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2905788792","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.70839864,0.0054807262,0.0021989609,0.0010056198,0.03514968,0.0003846012,0.000046314908,0.00008557829,0.24724986],"genre_scores_gemma":[0.97457534,0.0010177996,0.001611389,0.00047016822,0.021467686,0.0000017613291,8.378665e-7,0.000015249811,0.00083975727],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99797785,0.00012166896,0.000554434,0.00013079848,0.00069406535,0.0005212087],"domain_scores_gemma":[0.99588764,0.0002530017,0.0004397256,0.00010773665,0.002867631,0.00044427437],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0015052444,0.00015021645,0.00037470824,0.00011067942,0.0018608149,0.00011509649,0.00044381525,0.00021284551,0.00032660188],"category_scores_gemma":[0.0074558426,0.00013051866,0.00019653204,0.00037653797,0.0009888781,0.00013577391,0.000040883944,0.00039438953,0.00011807913],"study_design_candidate":"not_applicable","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":[0.00007022768,0.00019689584,0.092788585,0.00008164621,0.0008146284,0.0005899524,0.5492629,0.000032701962,0.00017883361,0.2587277,0.09048998,0.0067659416],"study_design_scores_gemma":[0.00057604985,0.00020338438,0.008975871,0.00012985451,0.00010695946,0.000009929066,0.054883383,0.000013039418,0.00005562704,0.026390618,0.908282,0.00037330794],"about_ca_topic_score_codex":0.060177647,"about_ca_topic_score_gemma":0.08940801,"teacher_disagreement_score":0.817792,"about_ca_system_score_codex":0.00057378446,"about_ca_system_score_gemma":0.0010698372,"threshold_uncertainty_score":0.99943864},"labels":[],"label_agreement":null},{"id":"W2919462009","doi":"10.1111/josl.12336","title":"Patterns of sociolinguistic variation in teacher classroom speech","year":2019,"lang":"en","type":"article","venue":"Journal of Sociolinguistics","topic":"Linguistic Variation and Morphology","field":"Social Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Toronto; York University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Markedness; Variation (astronomy); Repertoire; Subject (documents); Linguistics; Psychology; Sociology; Pedagogy; Computer science","score_opus":0.023417242916685538,"score_gpt":0.3221557567595235,"score_spread":0.298738513842838,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2919462009","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9459161,0.00013556726,0.0031751152,0.0004969549,0.0061779646,0.00024414012,0.000016010485,0.000019534911,0.043818574],"genre_scores_gemma":[0.9930578,0.00013060911,0.003107293,0.0001372281,0.002471611,7.20459e-7,0.0000025401353,0.000016174854,0.001076042],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99783635,0.00031238917,0.0009001147,0.0001318932,0.00053378416,0.0002854721],"domain_scores_gemma":[0.9970811,0.00052595086,0.0010060219,0.00014378999,0.0011385715,0.00010457717],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0024975042,0.00011566357,0.00042207728,0.0002229036,0.00007465939,0.000022035449,0.00030282687,0.0002679001,0.0006145531],"category_scores_gemma":[0.011883767,0.00011435381,0.00014544892,0.00015908357,0.00008664077,0.00003756085,0.00003064412,0.00046201338,0.000031474883],"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":[0.00009912366,0.0004838829,0.6017422,0.00011523655,0.00012231577,0.00015325902,0.08517372,0.00027760092,0.0005938405,0.30969664,0.00042497253,0.0011171919],"study_design_scores_gemma":[0.008924775,0.0009102694,0.6011847,0.00087155093,0.0004979314,0.000069515234,0.031638708,0.0018190048,0.0002230356,0.20434168,0.1482929,0.0012258814],"about_ca_topic_score_codex":0.00079033326,"about_ca_topic_score_gemma":0.00015392515,"teacher_disagreement_score":0.14786792,"about_ca_system_score_codex":0.00030742507,"about_ca_system_score_gemma":0.0007075735,"threshold_uncertainty_score":0.9964396},"labels":[],"label_agreement":null},{"id":"W2953589011","doi":"10.1111/josl.12361","title":"Language, Identity And Education On The Arabian Peninsula: Bilingual Policies In A Multilingual ContextLouisaBuckingham (Ed.) Bristol: Multilingual Matters. 2017. 256 pp. Hb (9781783096596) $149.95.","year":2019,"lang":"en","type":"article","venue":"Journal of Sociolinguistics","topic":"Multilingual Education and Policy","field":"Social Sciences","cited_by":1,"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":"Context (archaeology); Identity (music); Citation; Multilingual Education; Library science; Media studies; Multilingualism; Linguistics; Sociology; History; Computer science; Art; Philosophy","score_opus":0.051477223394145205,"score_gpt":0.43812241190447604,"score_spread":0.3866451885103308,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2953589011","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9833585,0.0028487635,0.000005411651,0.0031688667,0.0033369702,0.000508124,0.000023696788,0.000035845824,0.0067138043],"genre_scores_gemma":[0.98910856,0.0010944507,0.00039057762,0.003949692,0.003636605,0.000004928181,0.0000067288424,0.000041793603,0.0017666828],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9965583,0.0005656701,0.0010600878,0.00034026912,0.00086925883,0.00060638966],"domain_scores_gemma":[0.9958239,0.0015193517,0.0010137504,0.00036353388,0.0009556121,0.00032381265],"candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0029134743,0.00032945373,0.00056736305,0.00028784786,0.0005160539,0.00030348866,0.00067826646,0.00029093993,0.0001862959],"category_scores_gemma":[0.010198526,0.00027527238,0.00022238848,0.00036362166,0.00071053376,0.00021674448,0.0000867211,0.0010830181,0.000088022636],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00034035245,0.0014463332,0.06425405,0.00020644002,0.0001649228,0.000091530404,0.855596,0.00020504801,0.0008505811,0.041440576,0.016842464,0.018561676],"study_design_scores_gemma":[0.0048072715,0.0005657038,0.06041731,0.0014574205,0.000260592,0.00016600957,0.66791683,0.0010253207,0.0009732211,0.00918203,0.251588,0.0016402612],"about_ca_topic_score_codex":0.008807281,"about_ca_topic_score_gemma":0.0020744437,"teacher_disagreement_score":0.23474553,"about_ca_system_score_codex":0.00041623836,"about_ca_system_score_gemma":0.0025578737,"threshold_uncertainty_score":0.99996996},"labels":[],"label_agreement":null},{"id":"W3016558584","doi":"10.1111/josl.12414","title":"Systems, features, figures: Approaches to language and class vs. language and race","year":2020,"lang":"ko","type":"article","venue":"Journal of Sociolinguistics","topic":"Multilingual Education and Policy","field":"Social Sciences","cited_by":22,"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 Waterloo","funders":"Canada Foundation for Innovation","keywords":"Race (biology); Class (philosophy); Linguistics; Sociology; Computer science; Gender studies; Artificial intelligence; Philosophy","score_opus":0.11647536131638604,"score_gpt":0.3940455729028778,"score_spread":0.27757021158649176,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3016558584","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8968499,0.04870347,0.00012360861,0.035564534,0.0031494952,0.0006004691,0.00022270251,0.00004851173,0.014737363],"genre_scores_gemma":[0.9820117,0.0020674292,0.0012308131,0.0026120308,0.009618241,0.0000016027382,0.0000050738313,0.000029743522,0.0024233938],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9979611,0.00033983434,0.0005956937,0.00023851,0.0004971858,0.00036767515],"domain_scores_gemma":[0.9976182,0.0005041786,0.00057882443,0.00012630921,0.00026354459,0.0009089412],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009634877,0.00023882247,0.00055710686,0.000103554514,0.00034287103,0.00033073628,0.00029675328,0.00028443072,0.000045970213],"category_scores_gemma":[0.006550051,0.00021580416,0.00009947304,0.00023098549,0.00027981488,0.00006346235,0.0000845978,0.0007111086,0.000017634971],"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":[0.00010936293,0.00007858283,0.0014710248,0.0006118964,0.00012598048,0.00011928516,0.95980453,0.00008327187,0.00009864567,0.012054657,0.021526752,0.003916002],"study_design_scores_gemma":[0.00095954275,0.00042529323,0.0030966832,0.0005235374,0.00033012358,0.000076915465,0.6433312,0.0011594191,0.000078762256,0.00012829877,0.34931922,0.0005709868],"about_ca_topic_score_codex":0.00087503414,"about_ca_topic_score_gemma":0.00006970172,"teacher_disagreement_score":0.32779247,"about_ca_system_score_codex":0.00010692755,"about_ca_system_score_gemma":0.0005689058,"threshold_uncertainty_score":0.8800238},"labels":[],"label_agreement":null},{"id":"W3121094759","doi":"10.1111/josl.12451","title":"Hebrew, Yiddish and the creation of contesting Jewish places in Kazimierz","year":2021,"lang":"en","type":"article","venue":"Journal of Sociolinguistics","topic":"Jewish and Middle Eastern Studies","field":"Social Sciences","cited_by":3,"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":"Judaism; Hebrew; Yiddish; Quarter (Canadian coin); Linguistics; Minority language; Sign (mathematics); Repertoire; History; Linguistic landscape; Sociology; Literature; Classics; Art; Philosophy; Archaeology","score_opus":0.029357511028696614,"score_gpt":0.31644004461643616,"score_spread":0.28708253358773955,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3121094759","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.87667465,0.056876063,0.00034723053,0.0022876568,0.0010805307,0.00012665878,0.000009127857,0.000008557492,0.06258954],"genre_scores_gemma":[0.99696034,0.0013830534,0.0006165399,0.00015246883,0.0006798885,5.543448e-7,3.4667517e-7,0.00000397893,0.0002028437],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.99896806,0.00020485588,0.00038432187,0.000056797227,0.00025575946,0.00013017996],"domain_scores_gemma":[0.99768883,0.0010830176,0.00039583637,0.000044382537,0.00074465637,0.000043248405],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0014101837,0.000054981494,0.00025323292,0.000034149096,0.00017370167,0.00003961719,0.00009266318,0.000050722127,0.0000044224307],"category_scores_gemma":[0.013222922,0.00004063785,0.00006158243,0.000118952725,0.0005587117,0.000044477874,0.000035370005,0.00017669296,5.0715767e-7],"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":[0.00012141139,0.00013309726,0.60371447,0.00009670561,0.00017054408,0.00015089072,0.12085409,0.00006113612,0.000083763385,0.24764994,0.0005867254,0.026377218],"study_design_scores_gemma":[0.01192301,0.0002583994,0.14713395,0.002001491,0.000577368,0.00014204874,0.43378556,0.0005158173,0.00041569228,0.36853802,0.034130257,0.00057838846],"about_ca_topic_score_codex":0.00016694021,"about_ca_topic_score_gemma":0.0008467691,"teacher_disagreement_score":0.45658055,"about_ca_system_score_codex":0.000041795298,"about_ca_system_score_gemma":0.00022701928,"threshold_uncertainty_score":0.9950891},"labels":[],"label_agreement":null},{"id":"W3164176739","doi":"10.1111/josl.12508","title":"Scottish Gaelic revitalisation: Progress and aspiration","year":2021,"lang":"en","type":"article","venue":"Journal of Sociolinguistics","topic":"Language, Discourse, Communication Strategies","field":"Arts and Humanities","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":"Kingdom; Northern ireland; Citation; The arts; Media studies; Library science; Sociology; Linguistics; Political science; Law; Ethnology","score_opus":0.058204468029436414,"score_gpt":0.31080643198011293,"score_spread":0.2526019639506765,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3164176739","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6802861,0.07464935,0.00061947753,0.008001551,0.0044393097,0.00029361894,0.000083525076,0.00010167292,0.23152539],"genre_scores_gemma":[0.99466014,0.0003322272,0.0017798442,0.00024720363,0.0023291153,0.0000012533565,0.000011265761,0.000011024099,0.00062791794],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99920464,0.000081252416,0.00036397815,0.00006291042,0.00019956435,0.000087681896],"domain_scores_gemma":[0.9981531,0.00009310936,0.00036343056,0.00014307593,0.001200584,0.000046723195],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002937851,0.00007484281,0.00016216496,0.000039968512,0.00020501477,0.00033802364,0.00010548049,0.000035844056,0.00024821798],"category_scores_gemma":[0.0005211009,0.00006469279,0.000057037196,0.000024938741,0.00028959816,0.00014540173,0.00003338845,0.00017900445,0.0000058447467],"study_design_candidate":"theoretical_or_conceptual","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":[0.000008918692,0.000105993975,0.0018246849,0.00010831731,0.00010394608,0.00017501527,0.05121271,0.000007241662,0.000028928922,0.93665123,0.004729739,0.0050432924],"study_design_scores_gemma":[0.0016457635,0.00042257106,0.004369097,0.000865825,0.000493321,0.00062627165,0.12415834,0.00017430786,0.0003973131,0.13610289,0.73011035,0.00063397584],"about_ca_topic_score_codex":0.000004687831,"about_ca_topic_score_gemma":0.00003896632,"teacher_disagreement_score":0.8005483,"about_ca_system_score_codex":0.000028845428,"about_ca_system_score_gemma":0.00016069869,"threshold_uncertainty_score":0.325957},"labels":[],"label_agreement":null},{"id":"W4200260223","doi":"10.1111/josl.12536","title":"Commentary: Sociolinguistics of diaspora","year":2021,"lang":"en","type":"article","venue":"Journal of Sociolinguistics","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":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Diaspora; Sociolinguistics; Operationalization; Linguistics; Sociology; Globalization; Intersection (aeronautics); Epistemology; Gender studies; Political science; Geography; Philosophy","score_opus":0.07543246912689835,"score_gpt":0.4658094076003917,"score_spread":0.3903769384734933,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200260223","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7437852,0.004895516,0.0010092222,0.020526264,0.017210048,0.00024235684,0.00014006252,0.000054555574,0.21213679],"genre_scores_gemma":[0.98156464,0.0009936937,0.007069674,0.0020058411,0.007797928,3.493724e-7,0.000006892177,0.000014889408,0.0005461192],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99821943,0.00024559704,0.000705377,0.00008492256,0.00050117326,0.00024349127],"domain_scores_gemma":[0.99557084,0.0006308913,0.0007717323,0.00014409352,0.0026560016,0.0002264215],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0011590836,0.00010155726,0.0003392966,0.00008390243,0.00024516793,0.00003142063,0.00026094515,0.00013833478,0.0003741932],"category_scores_gemma":[0.012236737,0.00010390104,0.00021115347,0.00020230997,0.00041880872,0.000029977695,0.000033922253,0.00034693215,0.000007528169],"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":[0.0000666406,0.0012051631,0.026528362,0.00019930005,0.0003808708,0.00047427352,0.5879834,0.000119680575,0.00035029984,0.28164485,0.09260959,0.00843752],"study_design_scores_gemma":[0.0007546361,0.00007727496,0.0017793938,0.00014524824,0.00017974839,0.00002783671,0.086685225,0.00004096527,0.001155572,0.022396876,0.88651127,0.00024593415],"about_ca_topic_score_codex":0.0004546799,"about_ca_topic_score_gemma":0.00004654259,"teacher_disagreement_score":0.7939017,"about_ca_system_score_codex":0.00016663001,"about_ca_system_score_gemma":0.001763929,"threshold_uncertainty_score":0.9960836},"labels":[],"label_agreement":null},{"id":"W4205321551","doi":"10.1111/josl.12544","title":"Participation in (non)salient linguistic change over the lifespan: An examination of panel speakers’ life stories","year":2022,"lang":"en","type":"article","venue":"Journal of Sociolinguistics","topic":"Linguistic Variation and Morphology","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Toronto; York University","funders":"","keywords":"Linguistics; Salient; Variation (astronomy); Sociology; Linguistic change; Grading (engineering); History; Psychology","score_opus":0.11382765272443528,"score_gpt":0.3791840380796586,"score_spread":0.2653563853552233,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4205321551","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98866874,0.00020374192,0.00044721123,0.00076719053,0.0060724304,0.0003024522,0.000027818429,0.000014359924,0.003496085],"genre_scores_gemma":[0.9949444,0.00007432651,0.00029717927,0.0005835885,0.0039888876,0.000015584914,0.000009009443,0.000013198375,0.000073850526],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99734426,0.0008477382,0.0007036022,0.00011699995,0.0007437522,0.00024367453],"domain_scores_gemma":[0.997244,0.0005675665,0.0009680756,0.0001445081,0.000943811,0.00013204428],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.004047192,0.00009837313,0.00026484663,0.00016908773,0.00045889922,0.000029603445,0.00032571726,0.000080180704,0.00018126161],"category_scores_gemma":[0.018996064,0.0000863579,0.00008009664,0.00029400177,0.00023444019,0.000053579,0.000064720196,0.00039554667,0.0000015631591],"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":[0.00011740248,0.00078417955,0.033458997,0.000038732753,0.00007133159,0.00009144971,0.79276246,0.0012899617,0.000045355286,0.16863525,0.0006880672,0.0020167963],"study_design_scores_gemma":[0.0017206491,0.0008134113,0.820156,0.00005277833,0.00023943491,0.0000051777015,0.0772662,0.0023812957,0.000018747347,0.011299217,0.0857215,0.00032563173],"about_ca_topic_score_codex":0.0008210861,"about_ca_topic_score_gemma":0.00029572303,"teacher_disagreement_score":0.786697,"about_ca_system_score_codex":0.00032671224,"about_ca_system_score_gemma":0.00050587085,"threshold_uncertainty_score":0.98926735},"labels":[],"label_agreement":null},{"id":"W4249613231","doi":"10.1111/josl.12323","title":"Blog: Belonging, Identity, Language, Diversity (BILD)/Langage, Identité, Diversité, Appartenance (LIDA). http://bild-lida.ca/blog/","year":2018,"lang":"en","type":"article","venue":"Journal of Sociolinguistics","topic":"Multilingual Education and Policy","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"LIDA; Identity (music); Citation; Library science; Sociology; Psychology; Computer science; Art; Cognition","score_opus":0.05392072907880826,"score_gpt":0.42347126295926396,"score_spread":0.3695505338804557,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4249613231","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9440045,0.00057867746,0.00034787218,0.0010312138,0.005971277,0.0001667738,0.000043230215,0.00007097552,0.04778553],"genre_scores_gemma":[0.9809977,0.0004606017,0.0012939955,0.0008735818,0.009611263,7.83877e-7,0.0000057952925,0.000020984708,0.0067353207],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9972471,0.00030154982,0.00058036804,0.00024485012,0.0010422544,0.0005838805],"domain_scores_gemma":[0.99656075,0.00033951242,0.00084717054,0.00026799526,0.0015472178,0.00043732827],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0021105933,0.00021886725,0.00040770226,0.0002482313,0.0022642347,0.00022978902,0.0010379293,0.0002545982,0.0008766316],"category_scores_gemma":[0.003998356,0.00021642465,0.00029122125,0.00041162735,0.0007898242,0.0003160188,0.00041050746,0.00063856214,0.0003335637],"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":[0.0001176878,0.00079950766,0.2000271,0.00013360908,0.00048394257,0.0005126364,0.62236774,0.000021285256,0.00020165263,0.10820843,0.063796,0.0033303958],"study_design_scores_gemma":[0.0041802353,0.00062791153,0.07985623,0.0006477265,0.0012666489,0.00012209604,0.2472719,0.00031081054,0.0006938826,0.046129838,0.61691976,0.001972956],"about_ca_topic_score_codex":0.0042587277,"about_ca_topic_score_gemma":0.002040528,"teacher_disagreement_score":0.5531238,"about_ca_system_score_codex":0.0004288096,"about_ca_system_score_gemma":0.00065582735,"threshold_uncertainty_score":0.9990347},"labels":[],"label_agreement":null},{"id":"W4321453102","doi":"10.1111/josl.12612","title":"Language, global mobilities, blue‐collar workers and blue‐collar workplacesKellieGonçalves and HelenKelly‐Holmes (Ed.), New York: Routledge. 2021. 258pp. 3 B/W illustrations. Hardback (9780367279004) 96.00 GBP, Paperback (9780367642730) 29.59 GBP, Ebook (9780429298622) 29.59 GBP","year":2023,"lang":"en","type":"article","venue":"Journal of Sociolinguistics","topic":"Linguistic and Sociocultural Studies","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":"Collar; Blue collar; Mobilities; Media studies; Sociology; History; Anthropology; Engineering; Demographic economics; Economics; Mechanical engineering","score_opus":0.028129070056315184,"score_gpt":0.30709648705884923,"score_spread":0.278967417002534,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4321453102","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.84077054,0.09482121,0.0003633427,0.0058313077,0.008524117,0.0019197477,0.0005594667,0.0004820892,0.04672815],"genre_scores_gemma":[0.8603481,0.06216576,0.006937145,0.0009618277,0.021060806,0.000040661704,0.000079242105,0.00016863158,0.04823784],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99388885,0.00056184304,0.00167212,0.0007819801,0.0016098581,0.0014853477],"domain_scores_gemma":[0.99453866,0.0014958181,0.0010815695,0.00042590487,0.001378742,0.0010793129],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0023386923,0.00082747254,0.001399234,0.00015533055,0.002514729,0.00084339955,0.0007882895,0.00084140647,0.00038373127],"category_scores_gemma":[0.0070864656,0.0007371394,0.00052443816,0.0010158457,0.0022436818,0.00028272718,0.00033588175,0.0011491892,0.00014587425],"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":[0.00060241745,0.00049224874,0.09958787,0.0006231872,0.0029922295,0.001078484,0.3429176,0.0010586436,0.00009396127,0.048444204,0.48987633,0.012232827],"study_design_scores_gemma":[0.0032536702,0.00047053376,0.0061567714,0.0009064805,0.0010612084,0.00006924654,0.41090792,0.00018695008,0.000047092068,0.018665547,0.5565586,0.0017159666],"about_ca_topic_score_codex":0.0012639627,"about_ca_topic_score_gemma":0.0010491774,"teacher_disagreement_score":0.09343111,"about_ca_system_score_codex":0.00080619997,"about_ca_system_score_gemma":0.0016117949,"threshold_uncertainty_score":0.99950796},"labels":[],"label_agreement":null},{"id":"W4365512113","doi":"10.1111/josl.12573","title":"Issue Information","year":2023,"lang":"en","type":"paratext","venue":"Journal of Sociolinguistics","topic":"Multilingual Education and Policy","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":"University of Waterloo","funders":"","keywords":"Citation; Computer science; World Wide Web; Library science; Information retrieval","score_opus":0.07892002445750575,"score_gpt":0.49541863225286725,"score_spread":0.4164986077953615,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4365512113","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0001873416,0.00050706853,0.0001233448,0.0021722275,0.0630156,0.000118181255,0.000090152316,0.000023268653,0.9337628],"genre_scores_gemma":[0.007872062,0.014022591,0.0013080613,0.002349136,0.08577025,0.000003059681,0.00012643926,0.000052083145,0.88849634],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9981812,0.00014527849,0.00075392355,0.00005409649,0.0006096523,0.00025581286],"domain_scores_gemma":[0.9962201,0.0003790763,0.0013046,0.00010551669,0.0017785747,0.0002121457],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0012003192,0.00013336806,0.00033211292,0.0003200751,0.00031996836,0.0001504017,0.00038202936,0.00043783186,0.003405391],"category_scores_gemma":[0.0089055,0.00012898899,0.00018963598,0.00023250862,0.00018185929,0.00010726666,0.000024262472,0.0006984883,0.02494616],"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":[0.000004945427,0.000014337121,0.0000035707649,0.000062468614,0.000035448364,0.000002309598,0.06960603,0.000042401574,1.9391015e-7,0.00241014,0.9236315,0.0041866526],"study_design_scores_gemma":[0.00012074531,0.000021549766,0.000017297823,0.00012315622,0.00003957143,0.0000014924445,0.009288908,0.0000075604703,0.0000022630588,0.0006149297,0.9896378,0.00012471173],"about_ca_topic_score_codex":0.00069937174,"about_ca_topic_score_gemma":0.000032073975,"teacher_disagreement_score":0.06600631,"about_ca_system_score_codex":0.0003015472,"about_ca_system_score_gemma":0.0032063525,"threshold_uncertainty_score":0.99944293},"labels":[],"label_agreement":null},{"id":"W4379793780","doi":"10.1111/josl.12575","title":"Issue Information","year":2023,"lang":"en","type":"paratext","venue":"Journal of Sociolinguistics","topic":"Human auditory perception and evaluation","field":"Engineering","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":"University of Waterloo","funders":"","keywords":"Citation; Computer science; World Wide Web; Information retrieval; Library science","score_opus":0.02816260436513183,"score_gpt":0.30684543580667745,"score_spread":0.2786828314415456,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4379793780","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0016797276,0.0012883439,0.018956676,0.00016144101,0.26797092,0.0002739703,0.00028727035,0.0002882229,0.70909345],"genre_scores_gemma":[0.03918154,0.038611192,0.0064224913,0.0012200081,0.26709926,0.000020186988,0.0020673967,0.00064684806,0.6447311],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987322,0.000024186278,0.0006909427,0.000034722278,0.0003820438,0.00013586925],"domain_scores_gemma":[0.99883014,0.000058715123,0.00035240102,0.000093845905,0.0005919445,0.00007293993],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00037546287,0.00015104377,0.00029102908,0.00028060976,0.000050760416,0.000064199245,0.00015136797,0.00031057026,0.020720618],"category_scores_gemma":[0.0004100754,0.0001497892,0.00013654436,0.0000846551,0.000027438837,0.00009688978,0.000011784119,0.0006307111,0.24522509],"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":[0.000002169195,0.0000029533871,4.4758107e-7,0.0002143101,0.000055527562,0.000002395152,0.0014213338,0.040451214,0.000011783472,0.0000037572825,0.9565978,0.0012362984],"study_design_scores_gemma":[0.0001725589,0.000028155147,0.000058613543,0.0001598651,0.00005674576,0.0000063273806,0.00025120628,0.0043431036,0.000008696554,0.00013233848,0.9946369,0.00014549567],"about_ca_topic_score_codex":2.1497715e-7,"about_ca_topic_score_gemma":4.1023884e-7,"teacher_disagreement_score":0.22450447,"about_ca_system_score_codex":0.00026061785,"about_ca_system_score_gemma":0.000108087625,"threshold_uncertainty_score":0.9801746},"labels":[],"label_agreement":null},{"id":"W4386775550","doi":"10.1111/josl.12577","title":"Issue Information","year":2023,"lang":"en","type":"paratext","venue":"Journal of Sociolinguistics","topic":"Multilingual Education and Policy","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":"University of Waterloo","funders":"","keywords":"Citation; Computer science; World Wide Web; Library science; Information retrieval; Internet privacy","score_opus":0.07892002445750575,"score_gpt":0.49541863225286725,"score_spread":0.4164986077953615,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386775550","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0001873416,0.00050706853,0.0001233448,0.0021722275,0.0630156,0.000118181255,0.000090152316,0.000023268653,0.9337628],"genre_scores_gemma":[0.007872062,0.014022591,0.0013080613,0.002349136,0.08577025,0.000003059681,0.00012643926,0.000052083145,0.88849634],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9981812,0.00014527849,0.00075392355,0.00005409649,0.0006096523,0.00025581286],"domain_scores_gemma":[0.9962201,0.0003790763,0.0013046,0.00010551669,0.0017785747,0.0002121457],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0012003192,0.00013336806,0.00033211292,0.0003200751,0.00031996836,0.0001504017,0.00038202936,0.00043783186,0.003405391],"category_scores_gemma":[0.0089055,0.00012898899,0.00018963598,0.00023250862,0.00018185929,0.00010726666,0.000024262472,0.0006984883,0.02494616],"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":[0.000004945427,0.000014337121,0.0000035707649,0.000062468614,0.000035448364,0.000002309598,0.06960603,0.000042401574,1.9391015e-7,0.00241014,0.9236315,0.0041866526],"study_design_scores_gemma":[0.00012074531,0.000021549766,0.000017297823,0.00012315622,0.00003957143,0.0000014924445,0.009288908,0.0000075604703,0.0000022630588,0.0006149297,0.9896378,0.00012471173],"about_ca_topic_score_codex":0.00069937174,"about_ca_topic_score_gemma":0.000032073975,"teacher_disagreement_score":0.06600631,"about_ca_system_score_codex":0.0003015472,"about_ca_system_score_gemma":0.0032063525,"threshold_uncertainty_score":0.99944293},"labels":[],"label_agreement":null},{"id":"W4387673330","doi":"10.1111/josl.12649","title":"Why this text? Why now? A response to Flores and Rosa","year":2023,"lang":"en","type":"article","venue":"Journal of Sociolinguistics","topic":"Linguistic Variation and Morphology","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":"Linguistics; Sociology; History; Psychology; Philosophy","score_opus":0.035696504429304686,"score_gpt":0.3504644927337709,"score_spread":0.31476798830446623,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387673330","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6971831,0.00087376306,0.009505178,0.21078825,0.026212275,0.0008183992,0.00015739416,0.00045341527,0.054008275],"genre_scores_gemma":[0.9730485,0.00060878875,0.005833902,0.011177818,0.006005403,0.0000030034873,0.0000026569478,0.000027946788,0.003291947],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.998423,0.0003372644,0.0003961365,0.000121638666,0.00042535499,0.00029660002],"domain_scores_gemma":[0.9974001,0.0011220315,0.00024736897,0.00010003311,0.00083879125,0.00029168013],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0031216587,0.00009551205,0.00023735127,0.00024029998,0.00040196333,0.00009012427,0.00021821485,0.00014582234,0.00018714136],"category_scores_gemma":[0.03374812,0.00008775534,0.000079583886,0.0003392522,0.00020995877,0.00003237266,0.00006365711,0.00024249888,0.00009755332],"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":[0.00053524517,0.000064858184,0.0034490284,0.000020038959,0.000086832275,0.00060827285,0.10556322,0.00006069956,0.0007487566,0.05030598,0.8377491,0.0008079521],"study_design_scores_gemma":[0.00037589634,0.00013572103,0.0030476952,0.00003318014,0.000039642877,0.000015537651,0.0034405075,0.00005790082,0.000019270748,0.009995416,0.98272294,0.00011628772],"about_ca_topic_score_codex":0.00017182795,"about_ca_topic_score_gemma":0.00014628188,"teacher_disagreement_score":0.2758655,"about_ca_system_score_codex":0.0001085464,"about_ca_system_score_gemma":0.00038433686,"threshold_uncertainty_score":0.97439104},"labels":[],"label_agreement":null},{"id":"W4391692415","doi":"10.1111/josl.12622","title":"Issue Information","year":2024,"lang":"en","type":"paratext","venue":"Journal of Sociolinguistics","topic":"Human auditory perception and evaluation","field":"Engineering","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":"University of Waterloo","funders":"","keywords":"Linguistics; Sociology; Philosophy","score_opus":0.018723826655478296,"score_gpt":0.29902166992247176,"score_spread":0.2802978432669935,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391692415","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0009096257,0.005931204,0.012362076,0.00014329709,0.21596955,0.00016987696,0.00020085389,0.00013409306,0.7641794],"genre_scores_gemma":[0.09305235,0.035468135,0.0075525166,0.0013886009,0.30547714,0.000015519829,0.0012650613,0.0005140517,0.5552666],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99881244,0.0000188523,0.0006653447,0.00003774106,0.00034741726,0.00011823736],"domain_scores_gemma":[0.9991151,0.000032974753,0.00022402678,0.00008508129,0.00047363897,0.000069152935],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00030545134,0.00016004905,0.0002728198,0.0002681849,0.000034569315,0.00010945081,0.00013207216,0.00030765857,0.030375922],"category_scores_gemma":[0.00018472133,0.00014958892,0.00015426586,0.000065008244,0.00002736534,0.00009696794,0.0000117756235,0.00081870763,0.20686843],"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":[0.0000018961523,0.0000030920614,1.820946e-7,0.0004835127,0.00007570347,0.000003558909,0.0018645114,0.018099152,0.00001753785,0.000010946882,0.97789705,0.0015428786],"study_design_scores_gemma":[0.00010554572,0.000028361295,0.000007926877,0.00028258227,0.000105845254,0.000015060664,0.00018512578,0.004445106,0.00001368722,0.00027542797,0.9943919,0.00014342538],"about_ca_topic_score_codex":1.2618621e-7,"about_ca_topic_score_gemma":2.0634761e-7,"teacher_disagreement_score":0.2089128,"about_ca_system_score_codex":0.00030783835,"about_ca_system_score_gemma":0.00012635095,"threshold_uncertainty_score":0.9705104},"labels":[],"label_agreement":null},{"id":"W4399369179","doi":"10.1111/josl.12624","title":"Issue Information","year":2024,"lang":"en","type":"paratext","venue":"Journal of Sociolinguistics","topic":"Human auditory perception and evaluation","field":"Engineering","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":"University of Waterloo","funders":"","keywords":"Linguistics; Sociology; Philosophy","score_opus":0.018723826655478296,"score_gpt":0.29902166992247176,"score_spread":0.2802978432669935,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399369179","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0009096257,0.005931204,0.012362076,0.00014329709,0.21596955,0.00016987696,0.00020085389,0.00013409306,0.7641794],"genre_scores_gemma":[0.09305235,0.035468135,0.0075525166,0.0013886009,0.30547714,0.000015519829,0.0012650613,0.0005140517,0.5552666],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99881244,0.0000188523,0.0006653447,0.00003774106,0.00034741726,0.00011823736],"domain_scores_gemma":[0.9991151,0.000032974753,0.00022402678,0.00008508129,0.00047363897,0.000069152935],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00030545134,0.00016004905,0.0002728198,0.0002681849,0.000034569315,0.00010945081,0.00013207216,0.00030765857,0.030375922],"category_scores_gemma":[0.00018472133,0.00014958892,0.00015426586,0.000065008244,0.00002736534,0.00009696794,0.0000117756235,0.00081870763,0.20686843],"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":[0.0000018961523,0.0000030920614,1.820946e-7,0.0004835127,0.00007570347,0.000003558909,0.0018645114,0.018099152,0.00001753785,0.000010946882,0.97789705,0.0015428786],"study_design_scores_gemma":[0.00010554572,0.000028361295,0.000007926877,0.00028258227,0.000105845254,0.000015060664,0.00018512578,0.004445106,0.00001368722,0.00027542797,0.9943919,0.00014342538],"about_ca_topic_score_codex":1.2618621e-7,"about_ca_topic_score_gemma":2.0634761e-7,"teacher_disagreement_score":0.2089128,"about_ca_system_score_codex":0.00030783835,"about_ca_system_score_gemma":0.00012635095,"threshold_uncertainty_score":0.9705104},"labels":[],"label_agreement":null},{"id":"W4409441534","doi":"10.1111/josl.12704","title":"“You Speak Well for an Anglophone”: Resisting the Processes of Delegitimation and Developing Linguistic Security","year":2025,"lang":"en","type":"article","venue":"Journal of Sociolinguistics","topic":"Multilingual Education and Policy","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of British Columbia","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Linguistics; Sociology; Philosophy","score_opus":0.0717243147392772,"score_gpt":0.47093249103989315,"score_spread":0.39920817630061595,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409441534","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.927825,0.00287561,0.01255179,0.0038697778,0.0039507896,0.00076040125,0.00005137939,0.000042937674,0.048072364],"genre_scores_gemma":[0.98655695,0.0005813733,0.0105501525,0.00027775826,0.0018602987,0.000002271727,0.0000022052502,0.0000068425556,0.00016217865],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99892074,0.0001485693,0.00049285794,0.000084695865,0.0001944466,0.00015867723],"domain_scores_gemma":[0.9954164,0.0013949653,0.00070069276,0.000079728015,0.002341098,0.00006712057],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0019633695,0.000078584,0.00018706027,0.000096123695,0.0006958981,0.0000677849,0.00020350295,0.00007964704,0.000004945542],"category_scores_gemma":[0.043855477,0.000063039246,0.000048837344,0.00027496915,0.00025886015,0.00005794409,0.000018142406,0.00018036689,3.3589802e-7],"study_design_candidate":"theoretical_or_conceptual","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":[0.00019204011,0.00023397374,0.01552268,0.0018163174,0.00016758539,0.0000032605208,0.5109919,0.00018350844,0.0000738279,0.45366478,0.0025983127,0.014551857],"study_design_scores_gemma":[0.0013511329,0.00021726127,0.0068026017,0.0011484403,0.00045395462,0.000007609968,0.08987757,0.0021810331,0.0010677378,0.3688446,0.52763414,0.00041390996],"about_ca_topic_score_codex":0.00038443189,"about_ca_topic_score_gemma":0.00035232172,"teacher_disagreement_score":0.5250358,"about_ca_system_score_codex":0.000086823755,"about_ca_system_score_gemma":0.001924979,"threshold_uncertainty_score":0.9641985},"labels":[],"label_agreement":null},{"id":"W4412063794","doi":"10.1111/josl.12708","title":"Being and Understanding","year":2025,"lang":"en","type":"article","venue":"Journal of Sociolinguistics","topic":"Language, Discourse, Communication Strategies","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":"Toronto Metropolitan University","funders":"","keywords":"Linguistics; Sociology; Epistemology; Philosophy","score_opus":0.0739678653225099,"score_gpt":0.3231123619237109,"score_spread":0.249144496601201,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412063794","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.052941374,0.0032410778,0.004894052,0.002042663,0.001769871,0.00006174903,0.0000070714054,0.000030272813,0.93501186],"genre_scores_gemma":[0.9971767,0.0002351544,0.00059451925,0.0002085802,0.00061126525,2.4561157e-7,6.2960675e-7,0.000005450867,0.0011674714],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99949425,0.000030806114,0.00025490203,0.000038633243,0.00009800127,0.000083377396],"domain_scores_gemma":[0.9992787,0.00021630454,0.0001702383,0.00008861201,0.00021961665,0.000026484577],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00026330337,0.000059732094,0.00013498924,0.0000941865,0.0002634415,0.00017787372,0.00012791404,0.000026214488,0.00006904565],"category_scores_gemma":[0.00032134695,0.000048529084,0.000044491677,0.00001889926,0.00025988292,0.00006112243,0.000037077527,0.00019400407,0.000001407836],"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":[0.0000048666557,0.000012852544,0.00032831496,0.000023512315,0.00005373566,0.000008264825,0.029504921,0.0000032558974,0.0000080082345,0.96833634,0.0015605659,0.00015533461],"study_design_scores_gemma":[0.00038191033,0.000037315287,0.00018137401,0.0002242043,0.00011833247,0.000009347726,0.1508151,0.000060130726,0.000019600033,0.7661425,0.08190974,0.00010044414],"about_ca_topic_score_codex":0.000009293838,"about_ca_topic_score_gemma":0.000024414036,"teacher_disagreement_score":0.9442353,"about_ca_system_score_codex":0.00007149795,"about_ca_system_score_gemma":0.00008791044,"threshold_uncertainty_score":0.20262055},"labels":[],"label_agreement":null},{"id":"W4415567796","doi":"10.1111/josl.12720","title":"Reimagining Accents and Speech Recognition with Sociolinguistic Perception Studies and Research on Listening Subjects","year":2025,"lang":"en","type":"article","venue":"Journal of Sociolinguistics","topic":"Language, Discourse, Communication Strategies","field":"Arts and Humanities","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":"Active listening; Stress (linguistics); Perception; Silence; Speech perception; Mainstream; Affordance","score_opus":0.20347334057895516,"score_gpt":0.4435104090442188,"score_spread":0.24003706846526363,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415567796","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9279849,0.0041554268,0.00004988652,0.0014961719,0.0008653738,0.00018483582,0.000012816133,0.00003650134,0.0652141],"genre_scores_gemma":[0.99318254,0.002225662,0.0024643005,0.00017096623,0.0012508226,0.0000033587696,0.000004677206,0.00001705953,0.00068060285],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99867207,0.00022184006,0.00038778954,0.00014951668,0.0003571592,0.0002116454],"domain_scores_gemma":[0.9962914,0.00094775634,0.0002866652,0.00014959423,0.0022686445,0.00005595597],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013055686,0.00014382736,0.0002922108,0.00031417838,0.00075936806,0.00033521338,0.00014845011,0.00005710143,0.000024123236],"category_scores_gemma":[0.002251927,0.000098260934,0.00003829569,0.00006686812,0.0009816524,0.00011943906,0.00008751998,0.00080606685,0.000003997035],"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":[0.00090096396,0.00033385356,0.0058540166,0.0014801575,0.0013109001,0.00039522795,0.6460969,0.000030833675,0.00020811833,0.26681018,0.006173305,0.07040553],"study_design_scores_gemma":[0.0022975872,0.00096302736,0.0056153466,0.00521232,0.00050697895,0.00010655964,0.73194176,0.00016580256,0.00010813693,0.23958957,0.013018094,0.00047480233],"about_ca_topic_score_codex":0.00004095549,"about_ca_topic_score_gemma":0.00005893036,"teacher_disagreement_score":0.08584487,"about_ca_system_score_codex":0.00013004124,"about_ca_system_score_gemma":0.0001644438,"threshold_uncertainty_score":0.5840522},"labels":[],"label_agreement":null}]}