{"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":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.054237977,0.047399014,0.014180291,0.023486054,0.00089444796,0.00006079126,0.00009145644,0.00013375384,0.8595161],"genre_scores_gemma":[0.96300286,0.007917196,0.0032475193,0.0011503325,0.0003715377,0.00009273196,0.000046989164,0.00007460637,0.02409631],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9972525,0.002114988,0.00004685484,0.00017630345,0.00019262216,0.00021674758],"domain_scores_gemma":[0.99809676,0.0013039433,0.00016717681,0.00013087715,0.0001010199,0.00020028702],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002156325,0.00051108253,0.00023363897,0.001977875,0.0047185975,0.008945303,0.0006462033,0.0018100705,0.006224713],"category_scores_gemma":[0.0032749244,0.00017865536,0.00026885016,0.0016653602,0.020387968,0.008452909,0.00322407,0.0015641549,0.0007643987],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000019242358,0.00001638702,0.00023752885,0.000080172365,0.000004218593,0.00011621373,0.05893177,0.0001823783,0.0001393561,0.92198503,0.0043180594,0.013969727],"study_design_scores_gemma":[0.000025727168,0.000030328181,0.0010852859,0.00043326872,0.000008939986,0.00030296642,0.049820084,0.00060740934,0.00027971395,0.6436871,0.30370167,0.000017473172],"about_ca_topic_score_codex":0.0029948684,"about_ca_topic_score_gemma":0.0018635943,"teacher_disagreement_score":0.008945303,"about_ca_system_score_codex":0.002952686,"about_ca_system_score_gemma":0.0016696547,"threshold_uncertainty_score":0.02142328},"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":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.010373892,0.06569139,0.010485696,0.020833217,0.0014185753,0.00021510257,0.0008540882,0.0001042991,0.8900238],"genre_scores_gemma":[0.6080251,0.12549083,0.019023918,0.008870848,0.0036414673,0.0013082118,0.002097828,0.00048227407,0.23105963],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9951982,0.0028409215,0.00025999284,0.00050234975,0.0008521993,0.00034635246],"domain_scores_gemma":[0.98950225,0.007118839,0.0007370208,0.0007907909,0.0012104518,0.0006406805],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0047677904,0.0006904681,0.0006096555,0.00627348,0.0057675154,0.00937847,0.0011993605,0.002178758,0.021682449],"category_scores_gemma":[0.0105602695,0.00022413753,0.00035536595,0.011152393,0.007913178,0.008315216,0.004197896,0.002706009,0.0032883675],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000008796759,0.000045113582,0.00075668393,0.00041075816,0.0000086340215,0.00010195679,0.025711726,0.00013324674,0.00007855682,0.8976171,0.033644326,0.04148298],"study_design_scores_gemma":[0.000004066163,0.000013301536,0.0011382167,0.0014443722,0.000005633192,0.00015484632,0.018356584,0.00011069545,0.0001230681,0.13039818,0.84824365,0.000007406513],"about_ca_topic_score_codex":0.0035878771,"about_ca_topic_score_gemma":0.003490239,"teacher_disagreement_score":0.021682449,"about_ca_system_score_codex":0.0069969445,"about_ca_system_score_gemma":0.0045195394,"threshold_uncertainty_score":0.07253498},"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":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0065063103,0.0061493623,0.27433324,0.01863892,0.0006598731,0.00027282635,0.00069391116,0.0003110641,0.69243443],"genre_scores_gemma":[0.7930489,0.008154442,0.06719915,0.0047825887,0.0009725727,0.0010157386,0.001275725,0.0003123119,0.12323857],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9943719,0.0032656519,0.00029405416,0.0007468628,0.0010533106,0.00026819122],"domain_scores_gemma":[0.99222434,0.0053281025,0.00045022453,0.00064238545,0.001039672,0.00031527012],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0043283403,0.0010043593,0.0006777085,0.002327831,0.0021582989,0.0072479644,0.0019116421,0.0032711131,0.026519388],"category_scores_gemma":[0.00917146,0.00043392528,0.00094646413,0.001701491,0.009995453,0.0056440406,0.0022569387,0.0031246257,0.0055018854],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000060293232,0.000008567696,0.00013454432,0.0000497358,0.000005354415,0.000047435882,0.0007925759,0.00066025794,0.00003469805,0.98923737,0.0030836004,0.0059398115],"study_design_scores_gemma":[0.000016726528,0.000016281552,0.00026419744,0.0002974806,0.000015372181,0.00019900245,0.0011331958,0.004259551,0.00020313091,0.89580077,0.09777922,0.0000150728],"about_ca_topic_score_codex":0.0035546434,"about_ca_topic_score_gemma":0.0010794315,"teacher_disagreement_score":0.026519388,"about_ca_system_score_codex":0.004926125,"about_ca_system_score_gemma":0.002819167,"threshold_uncertainty_score":0.08871621},"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":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0056321435,0.0040988843,0.0020417762,0.0062672477,0.00040454397,0.000026073467,0.000120238925,0.000060446084,0.9813486],"genre_scores_gemma":[0.5472842,0.011366316,0.0031497255,0.0043209507,0.0015323017,0.00013464825,0.00056882796,0.0003322358,0.4313107],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9959715,0.0021111132,0.00019591134,0.0005193903,0.0009091026,0.0002929406],"domain_scores_gemma":[0.99649954,0.001968652,0.00027272996,0.0004150099,0.0006015847,0.00024249611],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0034050746,0.00080441084,0.0003409006,0.0027265665,0.005283689,0.016206443,0.0009224473,0.0022365982,0.0322513],"category_scores_gemma":[0.008105928,0.00023416261,0.00029753635,0.0029910652,0.006843917,0.009767619,0.0042436016,0.0020003323,0.008651761],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000029749393,0.000020765057,0.00032330243,0.0001482653,0.0000047131334,0.00020478785,0.069329776,0.00007254204,0.0003560939,0.8454263,0.042150687,0.041933052],"study_design_scores_gemma":[0.000004585775,0.000006251291,0.00026112073,0.0002780695,0.0000043724026,0.00016567716,0.011708279,0.00013107105,0.00028254784,0.047062565,0.9400877,0.000007770143],"about_ca_topic_score_codex":0.0033048152,"about_ca_topic_score_gemma":0.001665671,"teacher_disagreement_score":0.0322513,"about_ca_system_score_codex":0.0049013644,"about_ca_system_score_gemma":0.0025054563,"threshold_uncertainty_score":0.10789132},"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":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0042608324,0.00263949,0.05492101,0.008681573,0.0010592188,0.00010502459,0.00033429533,0.00038404972,0.9276145],"genre_scores_gemma":[0.6751328,0.006840937,0.040755346,0.006173938,0.0020616124,0.0005132087,0.0011788327,0.00068541174,0.266658],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9904749,0.00418079,0.000774891,0.0019367114,0.0017285359,0.0009042156],"domain_scores_gemma":[0.9911385,0.0038673426,0.00078487,0.0017954857,0.0018896896,0.0005240575],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0064967307,0.00095683796,0.0007737358,0.0027845402,0.0070474227,0.011526791,0.0017276462,0.0037915513,0.038597535],"category_scores_gemma":[0.016815405,0.00050384103,0.0010837555,0.0022255015,0.019002212,0.017201608,0.0077332766,0.003909435,0.011463241],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000008976476,0.0000043861437,0.00008997933,0.00004224758,0.0000034967854,0.000038048012,0.0019962988,0.000044001557,0.00004699329,0.98770034,0.003520387,0.00650492],"study_design_scores_gemma":[0.000007557098,0.000011712679,0.00015964548,0.00018655621,0.000010967384,0.00020628417,0.0021749327,0.00019881735,0.00019231468,0.5762941,0.4205417,0.000015353447],"about_ca_topic_score_codex":0.0032453835,"about_ca_topic_score_gemma":0.002155094,"teacher_disagreement_score":0.038597535,"about_ca_system_score_codex":0.0040289247,"about_ca_system_score_gemma":0.0032579433,"threshold_uncertainty_score":0},"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":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0074846055,0.0029007008,0.013352224,0.0061416416,0.00029508976,0.000052680116,0.00025126332,0.0002143716,0.96930736],"genre_scores_gemma":[0.7619354,0.004600844,0.006476842,0.0015314522,0.00079845905,0.00014972,0.00072896446,0.00055021816,0.22322805],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9942774,0.0034223292,0.0002756513,0.0006441887,0.0010716025,0.00030883143],"domain_scores_gemma":[0.99121934,0.0044247196,0.0008850789,0.0015427838,0.0012613192,0.00066687487],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0028541407,0.00060234923,0.00035946563,0.003587081,0.003836598,0.014774694,0.0012782332,0.0019783126,0.04353561],"category_scores_gemma":[0.012437694,0.00023611757,0.0003507436,0.003217732,0.0119420085,0.0124032665,0.0064135073,0.0019946613,0.0076200888],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000025216177,0.00001272312,0.00026497175,0.00016999629,0.0000045974566,0.00018693082,0.020893415,0.0001175156,0.00031232025,0.9360874,0.015254749,0.026670162],"study_design_scores_gemma":[0.000009479752,0.000014228826,0.000339455,0.0006195589,0.000010261119,0.00041270207,0.014718083,0.00043461268,0.0006439734,0.15811774,0.82466584,0.000014156995],"about_ca_topic_score_codex":0.0025118517,"about_ca_topic_score_gemma":0.0019875728,"teacher_disagreement_score":0.04353561,"about_ca_system_score_codex":0.0040356275,"about_ca_system_score_gemma":0.00256001,"threshold_uncertainty_score":0.14564115},"labels":[],"label_agreement":null}]}