{"meta":{"query_hash":"56a47976a743","filters":{"venue":"The International Encyclopedia of Language and Social Interaction"},"cohort_total":6,"direct_labels_cover":0,"predictions_cover":6,"exported":6,"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/56a47976a743","api":"https://metacan.xera.ac/api/v1/cohort?venue=The+International+Encyclopedia+of+Language+and+Social+Interaction"},"results":[{"id":"W1485055873","doi":"10.1002/9781118611463.wbielsi110","title":"Text and Conversation in Organizing","year":2015,"lang":"en","type":"other","venue":"The International Encyclopedia of Language and Social Interaction","topic":"Language, Metaphor, and Cognition","field":"Psychology","cited_by":2,"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":"Conversation; Grammar; Linguistics; Sociology; Computer science; Psychology; Cognitive science; Philosophy","score_opus":0.017360301773283786,"score_gpt":0.310742543966719,"score_spread":0.2933822421934352,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1485055873","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.075321585,0.0010446577,0.000022705686,0.00054064346,0.0016231817,0.00017833602,0.00006478068,0.000036453574,0.9211677],"genre_scores_gemma":[0.638687,0.0006235881,0.000033015112,0.0003501184,0.001721562,0.000027284956,0.00033392722,0.0001120494,0.35811144],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9993072,0.00008278947,0.00019085639,0.00016568117,0.00016767206,0.00008576242],"domain_scores_gemma":[0.99956584,0.00007360045,0.0002189823,0.00007118751,0.00005237739,0.000018007799],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00019618827,0.000116664465,0.00016363377,0.00018574216,0.000021782469,0.0000216718,0.00009873724,0.00015544209,0.0027885127],"category_scores_gemma":[0.000052279913,0.00009372072,0.000027009413,0.000066056346,0.00006367381,0.000074047115,0.000041200765,0.00019703768,0.000046880996],"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":[0.0003520743,0.00022497792,0.0009489341,0.00010261593,0.00055731385,0.00007602168,0.39342245,2.6497258e-7,0.00074793625,0.007294096,0.48669493,0.109578386],"study_design_scores_gemma":[0.0019890282,0.00009415043,0.0036891075,0.0002437968,0.0001906709,0.00007248893,0.24682084,0.000042794793,0.000099691206,0.0013684576,0.74493915,0.00044981317],"about_ca_topic_score_codex":0.004129893,"about_ca_topic_score_gemma":0.0016255511,"teacher_disagreement_score":0.5633654,"about_ca_system_score_codex":0.000041371295,"about_ca_system_score_gemma":0.000020357322,"threshold_uncertainty_score":0.99812305},"labels":[],"label_agreement":null},{"id":"W1537814273","doi":"10.1002/9781118611463.wbielsi162","title":"Organizational Discourse Studies","year":2015,"lang":"en","type":"other","venue":"The International Encyclopedia of Language and Social Interaction","topic":"Management and Organizational Studies","field":"Business, Management and Accounting","cited_by":2,"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":"Situated; Organizational studies; Constitution; Sociology; Rhetoric; Organization studies; Meaning (existential); Organization development; Narrative; Discourse community; Focus (optics); Organizational structure; Linguistics; Epistemology; Political science; Psychology; Public relations; Social psychology; Pedagogy; Computer science","score_opus":0.018533799601671043,"score_gpt":0.29443019916837815,"score_spread":0.2758963995667071,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1537814273","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":[0.0017183124,0.0013600026,0.000020197076,0.0031351661,0.0018778776,0.00016205339,0.000033260025,0.00008685211,0.9916063],"genre_scores_gemma":[0.0622125,0.0014609225,0.000074055366,0.0016663399,0.014288709,0.000022185248,0.0008794536,0.00022612476,0.9191697],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99918395,0.00000833356,0.00019957479,0.00015452715,0.00036867624,0.000084935426],"domain_scores_gemma":[0.99925977,0.00003851777,0.00036918002,0.00006948557,0.00025878186,0.0000042681827],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00014372672,0.00015803867,0.00019665618,0.00019394764,0.00009877111,0.0000643306,0.00022132821,0.0000619285,0.0018873421],"category_scores_gemma":[0.00016691287,0.00011366219,0.000038699505,0.00015558879,0.00011850746,0.00022114282,0.0002825687,0.000101075915,0.000112984315],"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":[0.000015610058,0.000033704724,0.00045639285,0.0000936346,0.00036572196,0.0000035646915,0.0018804908,0.0000010599542,0.0000067050896,0.02415768,0.9720676,0.0009178285],"study_design_scores_gemma":[0.00020173255,0.0000036233998,0.00015857845,0.00006830461,0.00013713917,0.0000011519784,0.016210595,0.00003588542,0.000002548114,0.0029525098,0.980074,0.00015392092],"about_ca_topic_score_codex":0.0005273921,"about_ca_topic_score_gemma":0.00071814895,"teacher_disagreement_score":0.07243657,"about_ca_system_score_codex":0.000035026656,"about_ca_system_score_gemma":0.000015713153,"threshold_uncertainty_score":0.99902505},"labels":[],"label_agreement":null},{"id":"W2269420217","doi":"10.1002/9781118611463.wbielsi055","title":"Speech Act Theory","year":2015,"lang":"en","type":"other","venue":"The International Encyclopedia of Language and Social Interaction","topic":"Discourse Analysis in Language Studies","field":"Arts and Humanities","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Performative utterance; Opposition (politics); Speech act; Linguistics; Philosophy; Epistemology; Reflexive pronoun; Sociology; Law; Political science; Politics","score_opus":0.01940871781066915,"score_gpt":0.30297765897213325,"score_spread":0.2835689411614641,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2269420217","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":[0.0010954244,0.0009167778,0.0000034792895,0.00052775483,0.0017527426,0.00009059974,0.00016691456,0.000052631156,0.9953937],"genre_scores_gemma":[0.022650646,0.00052455085,0.000014351101,0.00022169967,0.0054701646,0.000010961247,0.00015512528,0.00008929747,0.9708632],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99918354,0.000065481894,0.00019689578,0.00014427656,0.000315178,0.000094610594],"domain_scores_gemma":[0.99937403,0.00009056768,0.00029630656,0.00011478483,0.000108636574,0.000015697997],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00024338877,0.00015766712,0.00022991137,0.00014892015,0.00008480913,0.00007198024,0.00025452228,0.000064255066,0.012487534],"category_scores_gemma":[0.000074872645,0.000105651474,0.000098261844,0.00001984002,0.00027959447,0.00010220815,0.000101585,0.0001819721,0.00008121923],"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":[0.000033586297,0.000044011093,0.000003518123,0.000022150125,0.0007000352,0.000012093653,0.12818713,1.55518e-7,0.0000067162737,0.041113522,0.80494946,0.024927627],"study_design_scores_gemma":[0.00009662413,0.0000132915475,0.0000029869052,0.000048585138,0.00014414337,0.000002833672,0.08691308,0.0000036666413,0.0000061523465,0.00091117894,0.9117497,0.00010775344],"about_ca_topic_score_codex":0.0021004712,"about_ca_topic_score_gemma":0.005944048,"teacher_disagreement_score":0.10680026,"about_ca_system_score_codex":0.00003360841,"about_ca_system_score_gemma":0.000027180695,"threshold_uncertainty_score":0.9884152},"labels":[],"label_agreement":null},{"id":"W3188200422","doi":"10.1002/9781118611463.wbielsi137","title":"Advertising Discourse","year":2015,"lang":"en","type":"other","venue":"The International Encyclopedia of Language and Social Interaction","topic":"Digital Communication and Language","field":"Computer Science","cited_by":71,"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":"Advertising; Product (mathematics); Style (visual arts); Ideology; Target audience; Marketing; Sociology; Business; Political science; Politics; Art; Visual arts","score_opus":0.015049389954808406,"score_gpt":0.3158047712568798,"score_spread":0.30075538130207136,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3188200422","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":[0.0004668834,0.0006108605,0.00071068574,0.0015044803,0.0005394236,0.0000777502,0.00002924213,0.00008483876,0.99597585],"genre_scores_gemma":[0.093574055,0.00044345888,0.00065802946,0.00055619056,0.00061164034,0.00001213452,0.00015720693,0.000082912324,0.9039044],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9993177,0.000045357312,0.00016187117,0.0001341298,0.00026464154,0.000076300974],"domain_scores_gemma":[0.9994095,0.0000517568,0.00022821104,0.00023547673,0.00005142544,0.000023640912],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001344867,0.00010702566,0.00012916325,0.00010799206,0.00003707906,0.0000852385,0.0007346209,0.000069899295,0.0002309711],"category_scores_gemma":[0.000040030467,0.00007906917,0.00004933628,0.00006731829,0.00006554307,0.00024293881,0.00028043892,0.00015770557,0.000028800212],"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":[0.00001903954,0.00010354597,0.00001198992,0.000030201527,0.00017509803,0.00001640734,0.028359689,0.000001197814,0.000093810806,0.046458926,0.7851716,0.13955846],"study_design_scores_gemma":[0.00012463833,0.000012554623,0.000020782078,0.000057534355,0.000011583426,0.00001029482,0.0038886124,0.00016160459,0.000021249532,0.00028082283,0.9953053,0.00010504334],"about_ca_topic_score_codex":0.0006062432,"about_ca_topic_score_gemma":0.0003095035,"teacher_disagreement_score":0.21013364,"about_ca_system_score_codex":0.00003243852,"about_ca_system_score_gemma":0.000039188526,"threshold_uncertainty_score":0.32243472},"labels":[],"label_agreement":null},{"id":"W4235025613","doi":"10.1002/9781118611463.wbielsi143","title":"Epistemics","year":2015,"lang":"en","type":"other","venue":"The International Encyclopedia of Language and Social Interaction","topic":"Language, Discourse, Communication Strategies","field":"Arts and Humanities","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","funders":"","keywords":"Normative; Conversation; Epistemology; Relation (database); Naturalism; Perspective (graphical); Multitude; Psychology; Conversation analysis; Sociology; Computer science; Communication; Philosophy","score_opus":0.035945472067505015,"score_gpt":0.31521309474789944,"score_spread":0.2792676226803944,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4235025613","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":[0.0014065031,0.0009286521,0.000004246404,0.0011819255,0.0014560635,0.00010934994,0.00023144597,0.00006719731,0.9946146],"genre_scores_gemma":[0.049185146,0.00058387575,0.00002546567,0.00020504823,0.0032020498,0.000016974362,0.00038391995,0.000094908115,0.9463026],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99929065,0.000057112862,0.00021120414,0.00011172585,0.00025023235,0.000079075915],"domain_scores_gemma":[0.9992902,0.00007341811,0.00033710955,0.00016333547,0.00011880628,0.000017098606],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00014425817,0.00013335432,0.00017228989,0.00010490381,0.000077688244,0.000097488846,0.00034667665,0.00007655061,0.004942744],"category_scores_gemma":[0.00003561116,0.000095255855,0.00005913085,0.000016348145,0.00023760021,0.00012425437,0.00009734994,0.00020663996,0.00006204278],"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":[0.0000188528,0.000036489342,0.0000038400876,0.000029472727,0.00015937402,0.000003084991,0.13160422,2.5236417e-7,0.0000118305925,0.07536137,0.7889013,0.0038698753],"study_design_scores_gemma":[0.00010930525,0.000010537043,0.0000028730747,0.0000537489,0.000038428196,0.0000037412883,0.08962471,0.000008058483,0.000004533407,0.00064607797,0.9094016,0.00009637929],"about_ca_topic_score_codex":0.0032276318,"about_ca_topic_score_gemma":0.0056770104,"teacher_disagreement_score":0.12050028,"about_ca_system_score_codex":0.00003865331,"about_ca_system_score_gemma":0.000047834586,"threshold_uncertainty_score":0.99596685},"labels":[],"label_agreement":null},{"id":"W4237753985","doi":"10.1002/9781118611463.wbielsi054","title":"Textual Agency","year":2015,"lang":"en","type":"other","venue":"The International Encyclopedia of Language and Social Interaction","topic":"Language, Discourse, Communication Strategies","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Agency (philosophy); Phenomenon; Conversation; Comprehension; Linguistics; Epistemology; Sociology; Philosophy","score_opus":0.037617300091826046,"score_gpt":0.3211148199628943,"score_spread":0.28349751987106825,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4237753985","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":[0.0017069083,0.00092852354,0.000004118322,0.0009542237,0.0010072745,0.00012280281,0.00026248224,0.00007492574,0.99493873],"genre_scores_gemma":[0.09794607,0.0004981134,0.000021208696,0.00020294297,0.0034316322,0.000019253806,0.00040198953,0.00009187338,0.8973869],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991973,0.00006561974,0.00022705052,0.00012891863,0.00028861154,0.00009250099],"domain_scores_gemma":[0.9992851,0.00007103784,0.00033142336,0.00017279566,0.00011964301,0.00002001683],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00014506881,0.00015095518,0.00018131407,0.00012500347,0.00009275432,0.00010373999,0.0003855725,0.00008058201,0.01033042],"category_scores_gemma":[0.000039803326,0.00010736686,0.000068011315,0.00001963466,0.00025412688,0.0001481356,0.00010965723,0.00022284382,0.00009900379],"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":[0.000019591118,0.000048272836,0.000002604335,0.000022211607,0.00016918886,0.0000041446983,0.13681316,1.9136951e-7,0.000018758032,0.08353987,0.77180374,0.00755824],"study_design_scores_gemma":[0.000121925295,0.00001490973,0.0000075714793,0.000043451957,0.000042582382,0.0000032468238,0.11206701,0.0000059732847,0.0000053271065,0.0004953291,0.8870834,0.000109257126],"about_ca_topic_score_codex":0.0038277404,"about_ca_topic_score_gemma":0.005964593,"teacher_disagreement_score":0.11527966,"about_ca_system_score_codex":0.000034940596,"about_ca_system_score_gemma":0.00005619172,"threshold_uncertainty_score":0.9905743},"labels":[],"label_agreement":null}]}