{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":28,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":28,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"query_hash":"2339fc437eb0","filters":{"venue":"Language Problems & Language Planning"}},"results":[{"id":"W3124709748","doi":"10.1075/lplp.37.3.01zha","title":"How can language be linked to economics?","year":2013,"lang":"en","type":"article","venue":"Language Problems & Language Planning","topic":"Second Language Learning and Teaching","field":"Arts and Humanities","cited_by":34,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Ottawa","funders":"Independent Innovation Foundation of Shandong University; University of Ottawa","keywords":"Categorization; Pragmatics; Field (mathematics); Globalization; Sociology; Linguistics; Positive economics; Computer science; Economics; Philosophy","retraction":null,"screen_n_in":null,"score":{"opus":0.02298323400708523,"gpt":0.2292297344678649,"spread":0.2062465004607797,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004353494,0.0006020153,0.0006082742,0.0004601233,0.0005771509,0.001999555,0.0006832537,0.0001717424,0.00731523],"category_scores_gemma":[0.0002815755,0.0005409851,0.0002183998,0.0001331129,0.0001227668,0.0006814903,0.0002241589,0.0008529862,0.0004974716],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001198818,"about_ca_system_score_gemma":0.00004898135,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02023611,"about_ca_topic_score_gemma":0.006239689,"domain_scores_codex":[0.997094,0.00016663,0.0004941368,0.0008099239,0.0002937918,0.001141555],"domain_scores_gemma":[0.9981888,0.0002236286,0.0002706559,0.0007988272,0.00008880894,0.0004292706],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001424354,0.00007114188,0.0004541511,0.0001366189,0.000154741,0.000284752,0.9270301,0.0003450607,0.01639834,0.002508748,0.005800691,0.04680142],"study_design_scores_gemma":[0.001404646,0.0002781353,0.0004664863,0.0004441409,0.0001092957,0.00009553938,0.8828049,0.0009991913,0.001809826,0.0001154104,0.1096295,0.001842907],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9512846,0.00400579,0.0001328873,0.003526214,0.00059722,0.0008690495,0.0001272939,0.0008970081,0.03855991],"genre_scores_gemma":[0.9272087,0.000004933338,0.001305572,0.00563893,0.002070712,0.000234513,0.0003926485,0.0001631544,0.06298088],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1038288,"threshold_uncertainty_score":0.9997042,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2034824304","doi":"10.1075/lplp.26.1.04pie","title":"Direct vs. indirect attitude measurement and the planning of Catalan in Mallorca","year":2002,"lang":"en","type":"article","venue":"Language Problems & Language Planning","topic":"Multilingual Education and Policy","field":"Social Sciences","cited_by":24,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"","keywords":"Catalan; Balearic islands; Valencian; Solidarity; Sociolinguistics; Oppression; Geography; Sociology; Regional science; Linguistics; Political science; Cartography; Politics","retraction":null,"screen_n_in":null,"score":{"opus":0.08044542024966023,"gpt":0.3773785346631278,"spread":0.2969331144134676,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00217832,0.0001800907,0.000347578,0.0002035027,0.0002537262,0.00008811921,0.0003102571,0.0001027934,0.0003058332],"category_scores_gemma":[0.0008579654,0.000138716,0.00006181929,0.0003883408,0.0002727901,0.0001371654,0.00006492406,0.0002750645,0.00001330858],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000877182,"about_ca_system_score_gemma":0.00006549649,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01705652,"about_ca_topic_score_gemma":0.003679019,"domain_scores_codex":[0.9979723,0.0003971604,0.0003766742,0.00027494,0.0005276536,0.0004512477],"domain_scores_gemma":[0.9990637,0.0003217357,0.0002012374,0.0002435956,0.00005276595,0.0001170059],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003883961,0.00006459581,0.02334911,0.0000869461,0.00003758108,0.00004142902,0.9677565,0.0001693606,0.001109202,0.0004655841,0.0003029194,0.006577979],"study_design_scores_gemma":[0.01436345,0.0002680212,0.0881112,0.004959121,0.0003167497,0.00007184701,0.7999325,0.004690673,0.009776742,0.0002918822,0.07453032,0.002687508],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.873225,0.02903765,0.00001684803,0.0009219215,0.000192955,0.0006311834,0.00001253553,0.000116977,0.09584492],"genre_scores_gemma":[0.9974764,0.0001008364,0.0002530554,0.0003893021,0.0002321043,0.00005004755,0.000009798665,0.00002009769,0.001468382],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.167824,"threshold_uncertainty_score":0.989489,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2073428313","doi":"10.1075/lplp.31.3.02car","title":"Bilingualism and the politics of language planning and policy-making in Wales","year":2007,"lang":"en","type":"article","venue":"Language Problems & Language Planning","topic":"Political Systems and Governance","field":"Social Sciences","cited_by":22,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Ottawa","funders":"","keywords":"Welsh; Neuroscience of multilingualism; Devolution (biology); Politics; Political science; Language planning; Minority language; Language policy; Meaning (existential); Sociology; Public administration; Linguistics; Pedagogy; Law; Psychology; Anthropology","retraction":null,"screen_n_in":null,"score":{"opus":0.01608055790145093,"gpt":0.3425891386503527,"spread":0.3265085807489018,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002836006,0.0002281284,0.0004509604,0.0002286718,0.0003384212,0.0001122915,0.000286597,0.0001795421,0.00001534287],"category_scores_gemma":[0.001565843,0.0001728332,0.00006291694,0.0004230897,0.0006851899,0.0001818005,0.0001521061,0.0003650513,0.000001768248],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001006789,"about_ca_system_score_gemma":0.0001078796,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09277133,"about_ca_topic_score_gemma":0.006709367,"domain_scores_codex":[0.9974932,0.000254221,0.0005582569,0.0003337656,0.0004497294,0.0009107981],"domain_scores_gemma":[0.9980391,0.001218837,0.0002783793,0.0002520297,0.0000382319,0.0001733727],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00004248501,0.00002748314,0.02611926,0.0002050401,0.00002927098,0.0003576237,0.8120712,0.00003679423,0.00236635,0.1547965,0.0000274862,0.003920448],"study_design_scores_gemma":[0.005774888,0.0001291802,0.05892846,0.004552951,0.000111044,0.0001933038,0.9076736,0.0007766744,0.002707904,0.008345574,0.00943599,0.001370442],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.939791,0.04191661,0.0002955865,0.0005559631,0.00008967057,0.000412349,0.00003326855,0.00007927797,0.01682633],"genre_scores_gemma":[0.9971912,0.00003389354,0.0005727116,0.0005181894,0.0006356171,0.00001151031,0.000006237729,0.00002786561,0.001002765],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.146451,"threshold_uncertainty_score":0.91327,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2963995583","doi":"10.1075/lplp.00042.bou","title":"Evaluating the impact of Bill 101 on the English-speaking communities of Quebec","year":2019,"lang":"en","type":"article","venue":"Language Problems & Language Planning","topic":"Canadian Identity and History","field":"Social Sciences","cited_by":14,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Government (linguistics); Population; Vitality; Limiting; First language; French; Neuroscience of multilingualism; Political science; Economic growth; Sociology; Demography; Geography; Psychology; Medicine; Linguistics; Economics","retraction":null,"screen_n_in":null,"score":{"opus":0.04154563357816874,"gpt":0.3351083534317299,"spread":0.2935627198535611,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001981072,0.0001261885,0.0002369453,0.0002233487,0.0006022986,0.0001826317,0.0006236828,0.00007924603,0.001655598],"category_scores_gemma":[0.0005183312,0.00007755645,0.0001731501,0.0003389288,0.0004317698,0.0001673255,0.00007818494,0.0003648307,0.00002342232],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002956475,"about_ca_system_score_gemma":0.0003915158,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9520537,"about_ca_topic_score_gemma":0.791466,"domain_scores_codex":[0.9982545,0.0005320655,0.0002828508,0.0001285214,0.0004736813,0.0003283163],"domain_scores_gemma":[0.9981328,0.0008875557,0.000320238,0.0004911277,0.0001166353,0.00005167421],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001549306,0.00002596267,0.002396337,0.00003853754,0.00006024138,0.000005552193,0.9826382,0.002505745,0.005747216,0.001510649,0.0004743942,0.004581676],"study_design_scores_gemma":[0.0005535414,0.0003513305,0.004947669,0.001005589,0.00006967269,0.000003150996,0.9845207,0.001723766,0.0004144451,0.0001299289,0.00589822,0.0003819916],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9498615,0.002380182,0.000004003106,0.0001375557,0.0001834617,0.0004095444,0.00003777874,0.00004379144,0.04694213],"genre_scores_gemma":[0.996671,0.00001413673,0.00004631956,0.00009842541,0.000230974,0.00001374411,0.00001630449,0.0000184066,0.002890653],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1605877,"threshold_uncertainty_score":0.999257,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2276588760","doi":"10.1075/lplp.39.2.04bro","title":"Learner agency in language planning","year":2015,"lang":"en","type":"article","venue":"Language Problems & Language Planning","topic":"Multilingual Education and Policy","field":"Social Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"George Brown College","funders":"","keywords":"Agency (philosophy); Conceptualization; Redress; Sociology; Context (archaeology); Sociocultural evolution; Structure and agency; Pedagogy; Sociocultural perspective; Ethnography; Epistemology; Linguistics; Social science; Political science","retraction":null,"screen_n_in":null,"score":{"opus":0.109428689480862,"gpt":0.4644310268941702,"spread":0.3550023374133082,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001940032,0.0003287979,0.0003943501,0.0004603333,0.000291231,0.0002247133,0.0005850145,0.0002680196,0.0007697575],"category_scores_gemma":[0.00143939,0.0003278516,0.0001035135,0.000845308,0.0001550249,0.0004243049,0.0001163417,0.0006629424,0.0003165794],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002546362,"about_ca_system_score_gemma":0.0005035191,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03267357,"about_ca_topic_score_gemma":0.003108786,"domain_scores_codex":[0.9967473,0.0004711501,0.0005318525,0.0005323294,0.0006745179,0.001042879],"domain_scores_gemma":[0.9985022,0.0002295355,0.0002256505,0.0004363156,0.00008470206,0.0005215945],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002531536,0.00009625509,0.01223026,0.0000469426,0.00001773079,0.0005077411,0.9665441,0.001137427,0.002177712,0.0006872531,0.001584386,0.01494489],"study_design_scores_gemma":[0.001893867,0.00008401951,0.003813588,0.0005775848,0.00003436905,0.00003155192,0.9299731,0.0009629017,0.0009033583,0.0002756546,0.06039981,0.001050175],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8206853,0.01161143,0.0001371512,0.000551398,0.0005721,0.0004772743,0.00001518696,0.0004201309,0.16553],"genre_scores_gemma":[0.9782993,0.00001957059,0.001768889,0.00103229,0.001256217,0.00006483586,0.0001038331,0.00006314537,0.01739192],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.157614,"threshold_uncertainty_score":0.9999173,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2474372030","doi":"10.1075/lplp.39.3.06fet","title":"Language in the United Nations post-2015 development agenda","year":2015,"lang":"en","type":"article","venue":"Language Problems & Language Planning","topic":"Multilingual Education and Policy","field":"Social Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Simon Fraser University","funders":"","keywords":"Sustainable development; Political science; Process (computing); Economic growth; Key (lock); Public relations; Sociology; Public administration; Economics; Computer science","retraction":null,"screen_n_in":null,"score":{"opus":0.1129783391463126,"gpt":0.4534887721660888,"spread":0.3405104330197762,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002276445,0.0002220864,0.0002020962,0.001192416,0.0004639241,0.0002289205,0.0006611388,0.0001448164,0.0002998974],"category_scores_gemma":[0.001691986,0.0001783034,0.00005503241,0.002548982,0.0001122331,0.0002310711,0.00007256699,0.0004119321,0.0001986441],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001867677,"about_ca_system_score_gemma":0.000695164,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.04144455,"about_ca_topic_score_gemma":0.02146987,"domain_scores_codex":[0.9974403,0.0005473676,0.0004007226,0.0003045092,0.0006739239,0.0006331113],"domain_scores_gemma":[0.998751,0.0003633039,0.0001584488,0.0003469452,0.0001549003,0.000225378],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00000939454,0.00009890582,0.001213696,0.00002361635,0.0000145628,0.0001260492,0.9888087,0.0001830447,0.0005712401,0.001563907,0.003144492,0.004242376],"study_design_scores_gemma":[0.0005545215,0.00002254364,0.001429161,0.0001030933,0.00001230654,0.00001342376,0.7820655,0.00008752821,0.0002732405,0.0000293673,0.2151074,0.0003019447],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8861967,0.003245343,0.00006832879,0.003050335,0.0003183002,0.000634948,0.00002252397,0.0002412236,0.1062223],"genre_scores_gemma":[0.9844846,0.00001554812,0.00234577,0.003550695,0.000580804,0.0001114568,0.0004262109,0.00003289975,0.008452089],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2119629,"threshold_uncertainty_score":0.9963858,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2963151947","doi":"10.1075/lplp.00038.cas","title":"Quebec’s new language dynamic","year":2019,"lang":"en","type":"article","venue":"Language Problems & Language Planning","topic":"Canadian Identity and History","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Ottawa","funders":"","keywords":"Immigration; French; Census; Metropolitan area; Assimilation (phonology); Romance; Official language; History; Linguistics; Political science; Geography; Sociology; Demography; Literature; Population; Law; Art","retraction":null,"screen_n_in":null,"score":{"opus":0.00635135156163107,"gpt":0.2565290191507088,"spread":0.2501776675890777,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005388695,0.0002405123,0.0003441914,0.0005828064,0.0005630928,0.000701898,0.0005856654,0.0002293296,0.00756625],"category_scores_gemma":[0.0001629707,0.0002950096,0.0001601694,0.0005264248,0.000185154,0.000502912,0.00009012139,0.000456707,0.002018714],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008573569,"about_ca_system_score_gemma":0.0009052395,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8956698,"about_ca_topic_score_gemma":0.9419429,"domain_scores_codex":[0.9976221,0.0001579792,0.0003179735,0.0005024642,0.0005660785,0.0008333677],"domain_scores_gemma":[0.9987473,0.0001183281,0.0001763878,0.0005067039,0.000036033,0.0004152132],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000237027,0.00004966383,0.001518801,0.000144002,0.00007111447,0.0007128802,0.9137029,0.0001934966,0.01769575,0.002751933,0.0163703,0.04676546],"study_design_scores_gemma":[0.00167071,0.00008462092,0.004108015,0.0005996454,0.0001007732,0.00003581815,0.3399926,0.0002969592,0.0001954136,0.0001649427,0.6513302,0.001420247],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8467616,0.02813088,0.0002531405,0.0008169141,0.001044859,0.0007715545,0.00005415272,0.0006801165,0.1214868],"genre_scores_gemma":[0.6511872,0.00005222948,0.000695898,0.0007079498,0.0005852369,0.00001768661,0.0001194857,0.00006302047,0.3465713],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6349599,"threshold_uncertainty_score":0.9999502,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2612305326","doi":"10.1075/lplp.41.2.05har","title":"Linguistic capital","year":2017,"lang":"en","type":"article","venue":"Language Problems & Language Planning","topic":"Multilingual Education and Policy","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"","keywords":"Lingua franca; Medium of instruction; Capital (architecture); China; Language policy; First language; English as a lingua franca; Linguistics; Cultural capital; Political science; Sociology; Pedagogy; History; Social science; Philosophy; Law","retraction":null,"screen_n_in":null,"score":{"opus":0.06035001956540269,"gpt":0.4596723729411055,"spread":0.3993223533757028,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006899945,0.0001787834,0.0002047545,0.0001066054,0.001761434,0.0005932171,0.000743431,0.0001323029,0.0009977395],"category_scores_gemma":[0.002843106,0.0001768699,0.00008393957,0.00007858325,0.0002545075,0.0002343964,0.0001036209,0.0002894693,0.0002787537],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007093055,"about_ca_system_score_gemma":0.0002193475,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03386629,"about_ca_topic_score_gemma":0.003477722,"domain_scores_codex":[0.998412,0.0001075146,0.0002367508,0.0003109343,0.0003444971,0.0005883499],"domain_scores_gemma":[0.9986519,0.0001338818,0.0002533169,0.0006206542,0.00007961661,0.0002606603],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000006558424,0.00004447927,0.00488163,0.00004239292,0.00002066367,0.000191338,0.9702114,0.0000164246,0.001433254,0.005564751,0.0003842938,0.01720286],"study_design_scores_gemma":[0.002384087,0.0001190088,0.02405915,0.001050845,0.0001442033,0.00005921763,0.5687872,0.0006633332,0.002571983,0.001949872,0.3959913,0.002219782],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6459792,0.002607484,0.00007115013,0.0006778567,0.000914703,0.0002681213,0.00001725767,0.0002602882,0.349204],"genre_scores_gemma":[0.9760268,0.00002074663,0.001026862,0.0004439104,0.002309424,0.00002525061,0.00003019484,0.00002974832,0.02008706],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4014242,"threshold_uncertainty_score":0.9999155,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2418644623","doi":"10.1075/lplp.39.3.05pel","title":"Parity in the plural","year":2015,"lang":"en","type":"article","venue":"Language Problems & Language Planning","topic":"Multilingual Education and Policy","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"","keywords":"Vagueness; Sociology; Sociolinguistics; Normative; Plural; Epistemology; Politics; Linguistics; Philosophy of language; Philosophy; Political science; Law","retraction":null,"screen_n_in":null,"score":{"opus":0.1196435893707464,"gpt":0.4696516777118895,"spread":0.3500080883411431,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001984857,0.0001245491,0.0001434314,0.0001061859,0.0002063087,0.0001603965,0.0004588944,0.00009722171,0.0001990768],"category_scores_gemma":[0.0009132228,0.0000935979,0.0000442102,0.0004303132,0.0001071015,0.000181862,0.00003820729,0.000332233,0.0001025224],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008582696,"about_ca_system_score_gemma":0.0002465664,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04068952,"about_ca_topic_score_gemma":0.008799663,"domain_scores_codex":[0.9982767,0.0004297683,0.0002180993,0.0001973275,0.0004158922,0.0004621836],"domain_scores_gemma":[0.9992595,0.0002060506,0.00008369651,0.0002471061,0.00004316805,0.0001604914],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000007176959,0.00005109567,0.007684695,0.00001142249,0.00000432359,0.00006984449,0.9818321,0.00008621751,0.0001585237,0.002416677,0.002020686,0.005657201],"study_design_scores_gemma":[0.0006444852,0.0000284146,0.003321392,0.00008285998,0.0000113553,0.00001345986,0.8888244,0.0002374313,0.0001212509,0.0004967556,0.1059301,0.0002881381],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8308982,0.003690697,0.00003502406,0.002371715,0.0003079103,0.0003605717,0.000006661346,0.0001361295,0.1621931],"genre_scores_gemma":[0.993783,0.000007234046,0.0004622363,0.001959507,0.0007517512,0.00003934117,0.00003050131,0.00001240181,0.002954057],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1628848,"threshold_uncertainty_score":0.9656986,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2078261422","doi":"10.1075/lplp.35.1.01dro","title":"Serbo-Croatian","year":2011,"lang":"en","type":"article","venue":"Language Problems & Language Planning","topic":"Linguistics, Language Diversity, and Identity","field":"Arts and Humanities","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"","keywords":"Macedonian; Linguistics; Bulgarian; Slavic languages; Croatian; Mandarin Chinese; Sociology; Conversation; Construct (python library); Language policy; Sociology of language; Lingua franca; Standard language; Comprehension approach; Computer science; Natural language; Philosophy","retraction":null,"screen_n_in":null,"score":{"opus":0.05569947139213589,"gpt":0.2347729821688335,"spread":0.1790735107766976,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003290058,0.0003547388,0.0003574519,0.0002399214,0.0004636068,0.0002973292,0.0005485398,0.0001064797,0.008462386],"category_scores_gemma":[0.001039815,0.000327932,0.0001644396,0.00009189791,0.0002140125,0.0003994121,0.0002186568,0.0003690824,0.0007281128],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005176176,"about_ca_system_score_gemma":0.00003267435,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01393436,"about_ca_topic_score_gemma":0.003132532,"domain_scores_codex":[0.9980448,0.00007579366,0.0003863798,0.0004805444,0.0003498285,0.0006626678],"domain_scores_gemma":[0.9986346,0.00005300672,0.0002050075,0.0005081097,0.0004104378,0.0001888107],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002697853,0.0001275877,0.006542806,0.0001600654,0.0001061508,0.000658007,0.9803914,0.000006260684,0.0002221767,0.003476894,0.007236395,0.001045282],"study_design_scores_gemma":[0.001513474,0.0002030599,0.001595134,0.0004247235,0.0002871948,0.00001413011,0.9689893,0.0002931908,0.003032269,0.001431186,0.02066614,0.001550157],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8305719,0.005655922,0.0003030252,0.00001538904,0.007191667,0.0004443009,0.0001697745,0.0008363583,0.1548116],"genre_scores_gemma":[0.9792058,0.000008690739,0.001155665,0.000611788,0.008265712,0.00001878278,0.0001493036,0.00006566428,0.01051862],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1486338,"threshold_uncertainty_score":0.9999173,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2963344613","doi":"10.1075/lplp.00041.gre","title":"Quebec’s language policy and economic globalization","year":2019,"lang":"en","type":"article","venue":"Language Problems & Language Planning","topic":"Linguistic and Sociocultural Studies","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Ottawa","funders":"","keywords":"Immigration; Globalization; Population; Purchasing power; Lingua franca; Economic power; Political science; Value (mathematics); Demographic economics; Economics; Development economics; Economy; Sociology; Market economy; Demography; Humanities","retraction":null,"screen_n_in":null,"score":{"opus":0.01078440203254161,"gpt":0.3058869296617847,"spread":0.295102527629243,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00046168,0.0002171149,0.000298047,0.00009381057,0.0004387552,0.0002282431,0.0002339315,0.0001525359,0.0004380711],"category_scores_gemma":[0.000401585,0.0001933269,0.00006767188,0.000180434,0.0001536139,0.0002466254,0.0001263856,0.0001718224,0.0002107618],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003202167,"about_ca_system_score_gemma":0.0001524548,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2396267,"about_ca_topic_score_gemma":0.03749357,"domain_scores_codex":[0.99843,0.0001357232,0.0002548251,0.0003736969,0.0002608327,0.0005449917],"domain_scores_gemma":[0.999306,0.0001599802,0.0001483136,0.0001994489,0.00003971022,0.0001465698],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001397781,0.00002236462,0.03586635,0.0000950077,0.00008657205,0.00007833322,0.906043,0.0001622024,0.001708437,0.04658639,0.0007311393,0.008606246],"study_design_scores_gemma":[0.001876434,0.0001025898,0.0202238,0.0004843334,0.00010833,0.00002100754,0.9124974,0.0005655717,0.0004327281,0.0007479565,0.0615152,0.001424642],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9042662,0.009499621,0.00007325332,0.0004940585,0.0003188513,0.0004516927,0.00003146418,0.0002871968,0.0845777],"genre_scores_gemma":[0.9747847,0.0001126999,0.0003852226,0.0004582164,0.001267235,0.000017986,0.00006622494,0.00002525002,0.02288242],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2021331,"threshold_uncertainty_score":0.9800696,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4285795765","doi":"10.1075/lplp.21049.wan","title":"Translation policy in health care settings in Ontario","year":2022,"lang":"en","type":"article","venue":"Language Problems & Language Planning","topic":"Interpreting and Communication in Healthcare","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Immigration; Health care; Health policy; Political science; Public administration; Flexibility (engineering); Public relations; Knowledge translation; Sociology; Economic growth; Economics; Law","retraction":null,"screen_n_in":null,"score":{"opus":0.04274345579321551,"gpt":0.411126778485176,"spread":0.3683833226919605,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.001749426,0.0002086772,0.0003718453,0.0006099173,0.0008700237,0.00001512764,0.0004413528,0.0001261987,0.0008464384],"category_scores_gemma":[0.0001316353,0.0002312397,0.00005903166,0.0006561845,0.00002092057,0.0001075838,0.0002468059,0.00281669,0.00002352735],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002708617,"about_ca_system_score_gemma":0.001269387,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6019145,"about_ca_topic_score_gemma":0.4592777,"domain_scores_codex":[0.9956716,0.001715497,0.001017071,0.0003951475,0.000336974,0.0008637279],"domain_scores_gemma":[0.9985156,0.0004297465,0.0003880087,0.0005244457,0.00003612228,0.0001060984],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0000563549,0.00003431957,0.1357353,0.0005504008,0.000004731904,0.00005060253,0.8548739,0.00205081,0.0001593792,0.0002301917,0.000195903,0.006058099],"study_design_scores_gemma":[0.001880024,0.0001844149,0.02480026,0.002230367,0.000004343482,0.00001714833,0.9420605,0.001022018,0.00001367664,0.0001378036,0.02722819,0.000421294],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9472839,0.019958,0.00007159945,0.005074583,0.0003202746,0.001763268,0.00007359072,0.0002826503,0.02517214],"genre_scores_gemma":[0.9909132,0.00001092143,0.001469187,0.004734693,0.0001139801,0.0008312725,0.0005236568,0.00004925114,0.001353797],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1426369,"threshold_uncertainty_score":0.9994838,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2051325900","doi":"10.1075/lplp.24.3.03odo","title":"Crossing the Line in Quebec and Catalonia","year":2000,"lang":"en","type":"article","venue":"Language Problems & Language Planning","topic":"Linguistic and Sociocultural Studies","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Catalan; Exogamy; Socioeconomic status; Linguistics; Sociology; Geography; Political science; Ethnology; Demography; Anthropology; Population; Philosophy","retraction":null,"screen_n_in":null,"score":{"opus":0.01696295944245294,"gpt":0.3119840586057534,"spread":0.2950210991633004,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006105729,0.0001421435,0.0001853779,0.00003151656,0.001115685,0.0003735888,0.0002004618,0.00008773275,0.0002628943],"category_scores_gemma":[0.0002785475,0.00009550854,0.00003622166,0.000217093,0.000447232,0.0001465245,0.00005007547,0.0002565763,0.00002660046],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007240096,"about_ca_system_score_gemma":0.0000578936,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3830899,"about_ca_topic_score_gemma":0.2394855,"domain_scores_codex":[0.9987632,0.0001326174,0.0002067332,0.0002313918,0.0002309565,0.0004350706],"domain_scores_gemma":[0.9995148,0.0002054345,0.00005477806,0.0001302989,0.00002447767,0.00007019186],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000008789055,0.00001612947,0.01245874,0.00001852755,0.00001554815,0.0001526628,0.943877,0.0000772215,0.0002134947,0.0004906884,0.0001396523,0.0425315],"study_design_scores_gemma":[0.001674447,0.00006693305,0.04660768,0.0008239351,0.00008167435,0.00002506231,0.8159578,0.0004600116,0.000209078,0.0007238459,0.1322558,0.001113701],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9603214,0.0199093,0.00001357225,0.0009660611,0.00007816535,0.000248788,0.000007794151,0.0001086346,0.0183463],"genre_scores_gemma":[0.9785722,0.00008215124,0.000266957,0.0003774861,0.0005009053,0.00002119587,0.00001582711,0.00001246234,0.02015082],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1436044,"threshold_uncertainty_score":0.8581062,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2067028427","doi":"10.1075/lplp.37.1.12gre","title":"Review of Tellier (2012): Esperanto as a Starter Language for Child Second-Language Learners in the Primary School","year":2013,"lang":"en","type":"article","venue":"Language Problems & Language Planning","topic":"EFL/ESL Teaching and Learning","field":"Arts and Humanities","cited_by":3,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Ottawa","funders":"","keywords":"Starter; Linguistics; Psychology; Computer science; Philosophy; Chemistry","retraction":null,"screen_n_in":null,"score":{"opus":0.0155496791497236,"gpt":0.2618372788679216,"spread":0.246287599718198,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00177395,0.000506791,0.0007507554,0.0003075278,0.0003751183,0.000346301,0.000746422,0.0001426843,0.01300202],"category_scores_gemma":[0.0004157614,0.0003618061,0.000298149,0.0001774843,0.000168658,0.0006601927,0.0001071652,0.001161448,0.0003367706],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007294032,"about_ca_system_score_gemma":0.00007317298,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004262498,"about_ca_topic_score_gemma":0.001130987,"domain_scores_codex":[0.9967899,0.0004342198,0.0008518075,0.000588231,0.0004768632,0.0008589905],"domain_scores_gemma":[0.9980911,0.000473514,0.0004217316,0.0007763407,0.00008725286,0.0001500848],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00004958931,0.0002004457,0.000495355,0.008093163,0.000144251,0.0001589075,0.9481093,0.00005915261,0.007757392,0.0008207458,0.01725344,0.01685824],"study_design_scores_gemma":[0.003354127,0.0006542672,0.0006687777,0.02418393,0.000297706,0.0002167333,0.7657086,0.0004189746,0.0009256747,0.0001579643,0.201517,0.001896164],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6056893,0.2823593,0.00009592926,0.001008399,0.0002497486,0.002694067,0.0001254421,0.0002939392,0.1074838],"genre_scores_gemma":[0.9521553,0.0005793253,0.001198801,0.01705703,0.001466404,0.0007440904,0.0008257085,0.0001964781,0.02577685],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.346466,"threshold_uncertainty_score":0.9998834,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1976679178","doi":"10.1075/lplp.26.3.04nah","title":"Corpus planning and codification in the Hebrew Revival","year":2002,"lang":"en","type":"article","venue":"Language Problems & Language Planning","topic":"Jewish and Middle Eastern Studies","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Manitoba","funders":"","keywords":"Hebrew; Linguistics; Literary language; Lexicalization; History; Coining (mint); Language planning; Literature; Sociology; Art; Philosophy","retraction":null,"screen_n_in":null,"score":{"opus":0.05489665378624206,"gpt":0.3121646808825818,"spread":0.2572680270963397,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009546704,0.0001629592,0.0002094484,0.0001028673,0.0004715425,0.0001807795,0.0002893904,0.00008778592,0.00005010085],"category_scores_gemma":[0.0002698764,0.0001265717,0.00003863885,0.0003281434,0.0001643099,0.0002168226,0.00005905471,0.0002857998,0.0000481118],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003685178,"about_ca_system_score_gemma":0.00001167779,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001467449,"about_ca_topic_score_gemma":0.001179723,"domain_scores_codex":[0.9983743,0.0002643961,0.0002501831,0.0002902399,0.0003476066,0.0004732143],"domain_scores_gemma":[0.9993163,0.0002565457,0.0001209377,0.000208742,0.00002460349,0.00007289815],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000007355157,0.0000530263,0.1084819,0.00007631334,0.00002112671,0.0003407813,0.8394319,0.00003150155,0.0009282588,0.002765432,0.0007764071,0.04708608],"study_design_scores_gemma":[0.001445921,0.0001154336,0.03197262,0.001109597,0.0000762768,0.0001031797,0.9290528,0.0005564613,0.0001144368,0.0006061801,0.03402563,0.0008214784],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6963379,0.2453941,0.0001767733,0.0009619442,0.0001540327,0.0005365952,0.000009121847,0.0001524785,0.05627708],"genre_scores_gemma":[0.9969119,0.0002081352,0.0002401673,0.0008779951,0.0003346929,0.00005167924,0.00001420174,0.00001598252,0.00134524],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.300574,"threshold_uncertainty_score":0.5161445,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4214532916","doi":"10.1075/lplp.20041.oak","title":"Pluricentric linguistic justice in Quebec","year":2021,"lang":"en","type":"article","venue":"Language Problems & Language Planning","topic":"Linguistic and Sociocultural Studies","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"McGill University","funders":"","keywords":"Normative; Legitimacy; Norm (philosophy); CLARITY; Economic Justice; Sociology; Politics; Function (biology); Value (mathematics); Social psychology; Linguistics; Epistemology; Psychology; Political science; Law","retraction":null,"screen_n_in":null,"score":{"opus":0.02100035692047116,"gpt":0.3214503924646569,"spread":0.3004500355441858,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005785813,0.0002149229,0.000335798,0.00009751233,0.0005866308,0.0001998992,0.0002678058,0.0001565592,0.0003874893],"category_scores_gemma":[0.004490522,0.0002022519,0.00008950671,0.0007261506,0.0001383232,0.0001203625,0.0001263909,0.0003846038,0.00008193397],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002732776,"about_ca_system_score_gemma":0.0002477813,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1111754,"about_ca_topic_score_gemma":0.09991732,"domain_scores_codex":[0.9977563,0.0002647891,0.0003587815,0.0004183912,0.0004593797,0.0007423783],"domain_scores_gemma":[0.9988783,0.0004586722,0.0001237706,0.0002094325,0.0001754975,0.0001543489],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000009272807,0.00009099827,0.009451648,0.0001538502,0.00004676294,0.003764572,0.9727756,0.0001644088,0.0006130249,0.007919734,0.0005928944,0.00441721],"study_design_scores_gemma":[0.001348635,0.00002839989,0.005916913,0.0007631673,0.0002309444,0.00001864491,0.9062094,0.0002301135,0.0003799101,0.0006842262,0.08319166,0.0009979601],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6784926,0.06997672,0.0004460985,0.0009798962,0.001747534,0.0005395477,0.00002696719,0.0005111017,0.2472795],"genre_scores_gemma":[0.9678781,0.0001886835,0.001438793,0.0005374962,0.001709453,0.00003060924,0.00005798534,0.00002570602,0.02813319],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2893855,"threshold_uncertainty_score":0.9165068,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2962759583","doi":"10.1075/lplp.00040.ter","title":"L’utilisation du français dans la sphère publique","year":2019,"lang":"fr","type":"article","venue":"Language Problems & Language Planning","topic":"Healthcare Systems and Practices","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Montréal","funders":"","keywords":"Humanities; Political science; Philosophy","retraction":null,"screen_n_in":null,"score":{"opus":0.03076148111764539,"gpt":0.3710862668214046,"spread":0.3403247857037592,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity","insufficient_payload"],"category_scores_codex":[0.006122396,0.0006969935,0.0009534576,0.0003484156,0.0007167523,0.0002553172,0.0006154908,0.001584464,0.007851644],"category_scores_gemma":[0.001515339,0.000672574,0.000235998,0.0007274577,0.0001450768,0.00154225,0.0003122096,0.003232939,0.003699293],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003620159,"about_ca_system_score_gemma":0.0009438922,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05651882,"about_ca_topic_score_gemma":0.004967208,"domain_scores_codex":[0.9897969,0.005235074,0.001464031,0.001016642,0.0007616282,0.001725744],"domain_scores_gemma":[0.9935687,0.003462078,0.001037723,0.001095519,0.0002553552,0.0005806762],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00009004767,0.0001749674,0.1520655,0.006654779,0.0001738049,0.001098496,0.7983327,0.0003325509,0.005744728,0.006000328,0.006173412,0.0231587],"study_design_scores_gemma":[0.002272125,0.0003132228,0.04698198,0.008057845,0.000159339,0.000419787,0.4721241,0.003303197,0.0002541277,0.0001719821,0.4647148,0.001227485],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7806008,0.06674529,0.001209054,0.008950793,0.004723799,0.002650313,0.0002840256,0.0005122194,0.1343237],"genre_scores_gemma":[0.9458677,0.0002436027,0.001884299,0.002356458,0.002625988,0.0001944466,0.0004029517,0.000203631,0.04622099],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4585414,"threshold_uncertainty_score":0.9997117,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2964087166","doi":"10.1075/lplp.00039.pai","title":"Succès et faiblesses de l’intégration des immigrants par la scolarisation obligatoire en français au Québec","year":2019,"lang":"fr","type":"article","venue":"Language Problems & Language Planning","topic":"Canadian Identity and History","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Philosophy; Art","retraction":null,"screen_n_in":null,"score":{"opus":0.007523102326827518,"gpt":0.2502617201030198,"spread":0.2427386177761923,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001740521,0.0003137809,0.0003914648,0.0005067736,0.001143016,0.0007896175,0.0004136994,0.0004727943,0.001572878],"category_scores_gemma":[0.0003655647,0.0004006432,0.0001751098,0.0007035923,0.0006667778,0.00140875,0.00007585629,0.0006362172,0.0006752734],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002138942,"about_ca_system_score_gemma":0.002838262,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9921749,"about_ca_topic_score_gemma":0.9919679,"domain_scores_codex":[0.9968807,0.0008280023,0.0004275893,0.0005061818,0.0004963166,0.0008612413],"domain_scores_gemma":[0.9985754,0.0004389786,0.0002545308,0.0003353175,0.00008203155,0.0003136673],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002033239,0.00009285188,0.08217887,0.0006512419,0.00008267022,0.0002588199,0.8558409,0.0007082379,0.009500256,0.001868323,0.00137061,0.04742692],"study_design_scores_gemma":[0.002113042,0.0002445675,0.2637205,0.004919017,0.000406668,0.0001374295,0.4004242,0.001107631,0.001290279,0.0005606107,0.3230866,0.001989459],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9228036,0.05626531,0.000465994,0.001324539,0.0006211711,0.0005188105,0.0001053313,0.0001819124,0.01771327],"genre_scores_gemma":[0.9814641,0.000419434,0.0008734286,0.0005975558,0.0005762829,0.00004528415,0.0001146898,0.00006332082,0.01584592],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4554166,"threshold_uncertainty_score":0.9998446,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2076273073","doi":"10.1075/lplp.25.3.03bor","title":"Autonomy as a remedy for language conflict","year":2001,"lang":"en","type":"article","venue":"Language Problems & Language Planning","topic":"Multilingual Education and Policy","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Queen's University","funders":"","keywords":"Autonomy; Identity (music); Complement (music); Epistemology; Sociology; Diversity (politics); Linguistics; Social psychology; Psychology; Computer science; Political science; Aesthetics; Law","retraction":null,"screen_n_in":null,"score":{"opus":0.07544869835619684,"gpt":0.4680796275174572,"spread":0.3926309291612604,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001135839,0.0003061978,0.0003582227,0.0002518179,0.0006512593,0.0002588764,0.0005368946,0.0002297875,0.002037324],"category_scores_gemma":[0.001139679,0.0003054234,0.0001746101,0.000465488,0.0001607256,0.0002857687,0.0000636201,0.0003225926,0.0002758892],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001985115,"about_ca_system_score_gemma":0.0006073641,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02184331,"about_ca_topic_score_gemma":0.002247242,"domain_scores_codex":[0.997461,0.0001952975,0.0004432965,0.0005111459,0.0004188427,0.0009704115],"domain_scores_gemma":[0.9983838,0.0004292661,0.0002385083,0.0004478031,0.000115947,0.000384708],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004865332,0.00009789818,0.001298805,0.00007122925,0.000050995,0.0001476121,0.9473712,0.00005490475,0.007021993,0.003934559,0.001918073,0.03798402],"study_design_scores_gemma":[0.001153613,0.00008284551,0.0003164431,0.0001887858,0.00005218442,0.0000401436,0.3148673,0.0003666248,0.001624263,0.0001478919,0.6805416,0.0006182976],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7494003,0.008492829,0.0008602042,0.0018713,0.0006600093,0.00154126,0.00005408873,0.0008174463,0.2363026],"genre_scores_gemma":[0.9121451,0.00006140844,0.003562618,0.003251004,0.002348426,0.0002929982,0.0002347746,0.00008060332,0.07802305],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6786235,"threshold_uncertainty_score":0.9999398,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3179864844","doi":"10.1075/lplp.20020.gre","title":"Immigrant linguistic integration in the multilingual context of Montreal","year":2021,"lang":"en","type":"article","venue":"Language Problems & Language Planning","topic":"Multilingual Education and Policy","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Ottawa","funders":"","keywords":"Immigration; Metropolitan area; Context (archaeology); French; Linguistics; Sociology; Demographic economics; Political science; History; Law; Economics","retraction":null,"screen_n_in":null,"score":{"opus":0.0404409167454922,"gpt":0.4039537095269142,"spread":0.363512792781422,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001086547,0.0001531115,0.000243756,0.0001312411,0.0001879392,0.00009012102,0.0003141469,0.0001138107,0.0002092601],"category_scores_gemma":[0.002702427,0.0001217787,0.00009020506,0.0004961021,0.000126324,0.00008451918,0.00003187769,0.0003332234,0.00001436311],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005379221,"about_ca_system_score_gemma":0.0002958594,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.08737816,"about_ca_topic_score_gemma":0.06500856,"domain_scores_codex":[0.9980993,0.000474892,0.0004227134,0.0002551008,0.00037459,0.0003734033],"domain_scores_gemma":[0.9987386,0.0005681355,0.0001780849,0.0002849567,0.0001535016,0.00007675042],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001376854,0.0001168776,0.001506185,0.00003597943,0.00001028537,0.0001672487,0.9377975,0.00005488466,0.005733159,0.001954782,0.00006175353,0.05254751],"study_design_scores_gemma":[0.0006500232,0.00002722856,0.003511347,0.0003342704,0.00002692254,0.00001486081,0.9833121,0.0005955381,0.007048394,0.0001620022,0.004092384,0.0002249699],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9572921,0.00729079,0.0001042174,0.0005314871,0.0003203054,0.000348285,0.0000273149,0.00006750085,0.03401795],"genre_scores_gemma":[0.9967115,0.00003770318,0.0005679966,0.0007360051,0.0004953069,0.00002809256,0.0001012599,0.000015364,0.001306756],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05232254,"threshold_uncertainty_score":0.9520526,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4309473735","doi":"10.1075/lplp.00092.rot","title":"Language policies as a conflict prevention tool","year":2022,"lang":"en","type":"article","venue":"Language Problems & Language Planning","topic":"Peacebuilding and International Security","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Ottawa","funders":"","keywords":"Cohesion (chemistry); Ethnic group; Language policy; Promotion (chess); Public relations; Political science; Inclusion (mineral); Sociology; Identity (music); Linguistics; Law; Gender studies; Pedagogy","retraction":null,"screen_n_in":null,"score":{"opus":0.02744626839044101,"gpt":0.360979526248751,"spread":0.33353325785831,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00138184,0.000218384,0.000249233,0.0002300915,0.001164938,0.0002114158,0.0006298082,0.0000886937,0.003820922],"category_scores_gemma":[0.0003614609,0.0002350385,0.0001565396,0.0004463854,0.0001132343,0.0003143238,0.0002850062,0.0005279828,0.00009401255],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002880358,"about_ca_system_score_gemma":0.0001685432,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02808328,"about_ca_topic_score_gemma":0.0009792192,"domain_scores_codex":[0.9972229,0.0004627808,0.000340565,0.0004085074,0.000928755,0.000636481],"domain_scores_gemma":[0.9991292,0.0001671072,0.0002260542,0.0002926583,0.00005033328,0.0001346031],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0000514593,0.0001841168,0.001973256,0.0000411325,0.00009222094,0.0004053057,0.9397787,0.0006737297,0.02782682,0.01282538,0.008669135,0.007478702],"study_design_scores_gemma":[0.001347923,0.0002859402,0.001469667,0.000218682,0.00007534338,0.0001235307,0.559033,0.0005343949,0.003145068,0.0006946039,0.4320669,0.00100497],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9186266,0.01337195,0.000141166,0.0006792,0.0003454548,0.0004648552,0.00007976506,0.0004978154,0.06579321],"genre_scores_gemma":[0.9751459,0.00007186834,0.0003908694,0.000953232,0.0006125241,0.0001797196,0.0002076346,0.00003691327,0.02240138],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4233977,"threshold_uncertainty_score":0.9970897,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1973677492","doi":"10.1075/lplp.36.3.03duc","title":"Aménagement linguistique, éducation et cohésion sociale en contexte multiculturel","year":2012,"lang":"fr","type":"article","venue":"Language Problems & Language Planning","topic":"Canadian Identity and History","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Art","retraction":null,"screen_n_in":null,"score":{"opus":0.01744947793481093,"gpt":0.3200600102809495,"spread":0.3026105323461386,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002192138,0.0003262209,0.0003794772,0.0003504437,0.001131984,0.0005615466,0.000365269,0.0004122928,0.002082611],"category_scores_gemma":[0.000854141,0.000404882,0.0001877109,0.000502528,0.0004661406,0.0007746795,0.0001232294,0.0006794934,0.0008053198],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001849463,"about_ca_system_score_gemma":0.0004695092,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3943204,"about_ca_topic_score_gemma":0.3006571,"domain_scores_codex":[0.9966565,0.0008317251,0.0004689223,0.0004177709,0.0005626599,0.001062392],"domain_scores_gemma":[0.9984512,0.0003032283,0.0003531021,0.0003090896,0.0001260717,0.0004573247],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000011752,0.0002769029,0.0007072456,0.000320589,0.00009925047,0.0001077515,0.9270303,0.00009569072,0.002198135,0.01829431,0.03190529,0.01895279],"study_design_scores_gemma":[0.0005417881,0.00003835016,0.002210894,0.0006757662,0.0001816083,0.00001579492,0.1281055,0.0000802468,0.0001028475,0.000110083,0.8673335,0.0006036106],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.3686712,0.4399243,0.001423834,0.008988317,0.013488,0.001904638,0.0003606756,0.0006107124,0.1646283],"genre_scores_gemma":[0.8206527,0.000805051,0.002246934,0.001925161,0.004565202,0.00008515397,0.0002876334,0.00007705399,0.1693551],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8354282,"threshold_uncertainty_score":0.9999726,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2052553360","doi":"10.1075/lplp.25.2.03hal","title":"Aménagement et politique linguistiques","year":2001,"lang":"fr","type":"article","venue":"Language Problems & Language Planning","topic":"Linguistic and Sociocultural Studies","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Montréal","funders":"","keywords":"Political science; Humanities; Philosophy; Sociology","retraction":null,"screen_n_in":null,"score":{"opus":0.03202728094009703,"gpt":0.3541192875327266,"spread":0.3220920065926296,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001428252,0.0005586453,0.0006149331,0.0001155922,0.0009109763,0.0003424928,0.0005484012,0.0003805752,0.001355068],"category_scores_gemma":[0.001263794,0.0005230552,0.0002556611,0.0005651349,0.0005644007,0.0002993692,0.0002976595,0.0007627968,0.0003222877],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003696979,"about_ca_system_score_gemma":0.0001245304,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05421529,"about_ca_topic_score_gemma":0.005062264,"domain_scores_codex":[0.9959198,0.0006361558,0.0006373742,0.0006960465,0.0007020828,0.001408518],"domain_scores_gemma":[0.9983088,0.000404964,0.0003330666,0.0003734311,0.0002283119,0.0003514061],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002053215,0.0001839946,0.008089204,0.0002405429,0.0002671748,0.002441563,0.8722872,0.0001621724,0.000234,0.09933475,0.004701518,0.01203735],"study_design_scores_gemma":[0.0007903707,0.0001670585,0.001694578,0.001699019,0.0002528411,0.00006413557,0.3615292,0.0002060016,0.0001544008,0.003937423,0.628228,0.001276961],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2369201,0.2405152,0.001144749,0.01174396,0.003109137,0.0009176127,0.0001005332,0.0007709094,0.5047778],"genre_scores_gemma":[0.8721653,0.004667353,0.003301667,0.003083474,0.005067755,0.00008024472,0.000116936,0.00007802523,0.1114393],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6352451,"threshold_uncertainty_score":0.9997221,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2044880418","doi":"10.1075/lplp.38.3.04gob","title":"Interlinguistics and Esperanto studies at universities","year":2014,"lang":"en","type":"article","venue":"Language Problems & Language Planning","topic":"Linguistic Studies and Language Acquisition","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Institute of Musculoskeletal Health and Arthritis","keywords":"Political science; Language planning; Higher education; Bologna Process; Pedagogy; Class (philosophy); Sociology; Linguistics; Philosophy; Law","retraction":null,"screen_n_in":null,"score":{"opus":0.01422839899241667,"gpt":0.280910329438087,"spread":0.2666819304456703,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000456448,0.0002935631,0.0003801898,0.000156697,0.0003970317,0.0001560562,0.000465129,0.00007920653,0.00004466395],"category_scores_gemma":[0.0004058409,0.000254601,0.00006416716,0.0002047163,0.0001235368,0.0001741284,0.0008826756,0.0001825822,0.00002315145],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001319034,"about_ca_system_score_gemma":0.0000182092,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003225175,"about_ca_topic_score_gemma":0.00009064582,"domain_scores_codex":[0.998312,0.0001031413,0.0002918198,0.0005372554,0.0002785527,0.0004772401],"domain_scores_gemma":[0.9986754,0.0004335492,0.0001499161,0.0004978747,0.0001237389,0.0001195338],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00004161149,0.00006382475,0.001527113,0.0006312656,0.0003947621,0.001537183,0.9188809,0.0005833991,0.007269692,0.0371102,0.002364725,0.02959528],"study_design_scores_gemma":[0.008536493,0.001792938,0.003632176,0.004232869,0.0006372035,0.001205815,0.6903222,0.1889695,0.01379526,0.006030227,0.07513103,0.005714279],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7956761,0.08448267,0.09567067,0.0006052871,0.001450444,0.0004423405,0.00002369936,0.001101048,0.02054776],"genre_scores_gemma":[0.9771276,0.0000830725,0.01902009,0.001027094,0.0006081705,0.00001315737,0.00002145667,0.00002671015,0.002072618],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2285587,"threshold_uncertainty_score":0.9999906,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4315785135","doi":"10.1075/lplp.00097.fou","title":"Critique de Ó Giollagáin, Camshron, Moireach, Ó Curnáin, Caimbeul, MacDonald &amp; Péterváry (2020)","year":2022,"lang":"en","type":"article","venue":"Language Problems & Language Planning","topic":"Linguistic Variation and Morphology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Ottawa","funders":"","keywords":"Philosophy","retraction":null,"screen_n_in":null,"score":{"opus":0.01819709680540469,"gpt":0.3369108093256749,"spread":0.3187137125202701,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002092432,0.0002859272,0.000362206,0.0001894084,0.001343991,0.0001567676,0.0006874489,0.0001786747,0.007238775],"category_scores_gemma":[0.001144943,0.0003180152,0.0001478949,0.0004885434,0.0001571497,0.0001401946,0.0003114606,0.0007536709,0.00009883569],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004520541,"about_ca_system_score_gemma":0.0004422574,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0269516,"about_ca_topic_score_gemma":0.004789472,"domain_scores_codex":[0.9963985,0.0008730514,0.0004732255,0.0005730696,0.000661053,0.001021094],"domain_scores_gemma":[0.9985738,0.0003306161,0.000249945,0.0004329861,0.0001042343,0.0003083696],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006542307,0.0002419528,0.007372519,0.0001142067,0.0001219141,0.003007607,0.9053435,0.001876113,0.01346005,0.01404731,0.05057322,0.003776123],"study_design_scores_gemma":[0.001779527,0.0001548791,0.001240625,0.0001402855,0.0001497228,0.0005680701,0.2026884,0.0006884433,0.0003605397,0.002532317,0.7883382,0.001358962],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7857758,0.02627087,0.0114295,0.01316514,0.003679813,0.002138468,0.0006143338,0.002271772,0.1546543],"genre_scores_gemma":[0.9718929,0.00004838099,0.006345507,0.005095717,0.001389491,0.0002785163,0.0004010779,0.00007235634,0.01447604],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.737765,"threshold_uncertainty_score":0.9999561,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4407882389","doi":"10.1075/lplp.00123.gre","title":"Review of Corbeil, Marcoux &amp; Piché (2023): Le français en déclin ? Repenser la francophonie québécoise","year":2025,"lang":"fr","type":"article","venue":"Language Problems & Language Planning","topic":"Linguistic and Sociocultural Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Ottawa","funders":"","keywords":"Political science","retraction":null,"screen_n_in":null,"score":{"opus":0.01456061648159993,"gpt":0.3154455943798435,"spread":0.3008849778982436,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002295145,0.0005262863,0.00114894,0.0001268872,0.0006609683,0.00009228171,0.0007044743,0.0004767845,0.001254328],"category_scores_gemma":[0.003163434,0.0004830259,0.0004075102,0.001113974,0.0007912842,0.0002098365,0.000329314,0.0008429127,0.0002214462],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001602294,"about_ca_system_score_gemma":0.000477593,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.171477,"about_ca_topic_score_gemma":0.01349008,"domain_scores_codex":[0.9957772,0.0009606737,0.00106428,0.0007069175,0.000605938,0.0008849665],"domain_scores_gemma":[0.9970796,0.001330435,0.00049896,0.0005842999,0.0003215266,0.000185211],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006842632,0.0004579239,0.006762336,0.02859737,0.0009829479,0.0006777461,0.790827,0.00006779176,0.001744558,0.01550133,0.1060475,0.04826504],"study_design_scores_gemma":[0.001163865,0.00006791532,0.001607464,0.0512783,0.0005710623,0.00001907431,0.09314855,0.00003164927,0.0002223783,0.0009550214,0.8499936,0.0009410621],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.04063073,0.7950363,0.0003895572,0.00391735,0.001722056,0.0008254556,0.0001394539,0.0001638505,0.1571752],"genre_scores_gemma":[0.6915426,0.111434,0.006467654,0.009279624,0.002184858,0.0002387551,0.000286885,0.0001223094,0.1784433],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.7439461,"threshold_uncertainty_score":0.9997621,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1986178331","doi":"10.1075/lplp.35.3.03alh","title":"La glottopolitique du contact linguistique hébreu-arabe en Palestine","year":2011,"lang":"fr","type":"article","venue":"Language Problems & Language Planning","topic":"Language, Linguistics, Cultural Analysis","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"","keywords":"Humanities; Palestine; Philosophy; Political science; History; Ancient history","retraction":null,"screen_n_in":null,"score":{"opus":0.02292352072585623,"gpt":0.2640984687291011,"spread":0.2411749480032448,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001529549,0.001213983,0.001287798,0.000392707,0.0007628486,0.000684484,0.0010328,0.000618964,0.008502432],"category_scores_gemma":[0.002415333,0.001075537,0.0005868541,0.0002845378,0.0006541306,0.0004302302,0.0003996312,0.001721306,0.0006865734],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003399712,"about_ca_system_score_gemma":0.0001676207,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08417414,"about_ca_topic_score_gemma":0.006841077,"domain_scores_codex":[0.9940962,0.0009891457,0.001399525,0.001189158,0.0006380656,0.001687968],"domain_scores_gemma":[0.9963551,0.0008153391,0.0007917628,0.0009697769,0.0005009856,0.0005670711],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001011129,0.00050275,0.005439758,0.001331911,0.0008714292,0.009945071,0.7605944,0.00007071669,0.001549917,0.2137738,0.00228065,0.003538515],"study_design_scores_gemma":[0.005020991,0.001153223,0.006548313,0.009619944,0.004019521,0.002396477,0.5718942,0.00317699,0.005273127,0.009239583,0.3746005,0.007057096],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3561849,0.1067962,0.001599178,0.0007012092,0.003343138,0.001241453,0.001376159,0.001390186,0.5273675],"genre_scores_gemma":[0.9462571,0.0003368403,0.003778988,0.0009205128,0.009413865,0.0001049218,0.0006950964,0.0002500881,0.03824259],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5900722,"threshold_uncertainty_score":0.9991695,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4297172856","doi":"10.1075/lplp.00096.omi","title":"Review of Ricento (2021): Refugees in Canada: On the loss of social and cultural capital","year":2022,"lang":"en","type":"article","venue":"Language Problems & Language Planning","topic":"Migration, Refugees, and Integration","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Carleton University","funders":"","keywords":"Refugee; Cultural capital; Capital (architecture); Political science; Social capital; Sociology; Gender studies; History; Law; Ancient history","retraction":null,"screen_n_in":null,"score":{"opus":0.01383587966229353,"gpt":0.2934202638233413,"spread":0.2795843841610477,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008150173,0.0001004224,0.0002187497,0.00005296686,0.0002875102,0.00001602407,0.0002032341,0.00002853143,0.0007143129],"category_scores_gemma":[0.0002314742,0.00007301845,0.0000422578,0.0003087586,0.00007863952,0.0001000937,0.00005161366,0.0002176479,6.861235e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002375072,"about_ca_system_score_gemma":0.0003341263,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7075175,"about_ca_topic_score_gemma":0.7951405,"domain_scores_codex":[0.9985309,0.0003469643,0.0003152106,0.0001567765,0.0004437728,0.0002064131],"domain_scores_gemma":[0.9994525,0.0001207093,0.0002357614,0.0001064299,0.00005268418,0.00003189105],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003118488,0.00006791079,0.00864383,0.001017963,0.00003800214,0.00005555818,0.9619102,0.00008901574,0.002825692,0.01349491,0.008077607,0.003748155],"study_design_scores_gemma":[0.0006322489,0.0001634702,0.008198411,0.003041177,0.00006119159,0.00001345602,0.9482735,0.0001331868,0.001138602,0.0002279519,0.03764261,0.0004741521],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9466163,0.04880444,0.000003296791,0.0007271631,0.00007993444,0.0003530832,0.00005831325,0.000009805667,0.003347652],"genre_scores_gemma":[0.9982529,0.0005788057,0.00002465701,0.0005259727,0.00008955751,0.00004515447,0.00006533642,0.000007438496,0.0004101814],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08762304,"threshold_uncertainty_score":0.7821226,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}