{"meta":{"query_hash":"eeb4b020a755","filters":{"venue":"Applied Corpus Linguistics"},"cohort_total":2,"direct_labels_cover":0,"predictions_cover":2,"exported":2,"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/eeb4b020a755","api":"https://metacan.xera.ac/api/v1/cohort?venue=Applied+Corpus+Linguistics"},"results":[{"id":"W4401477036","doi":"10.1016/j.acorp.2024.100102","title":"How is L2 pair interaction related to fluency and language use? A quantitative approach","year":2024,"lang":"en","type":"article","venue":"Applied Corpus Linguistics","topic":"Language, Discourse, Communication Strategies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Concordia University; Northern Arizona University","keywords":"Interactivity; Fluency; Psychology; Test (biology); Cognitive psychology; Construct (python library); Salient; Computer science; Social psychology; Linguistics; Multimedia; Artificial intelligence; Mathematics education","score_opus":0.05452157518937409,"score_gpt":0.3064692727569605,"score_spread":0.2519476975675864,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401477036","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.21471168,0.0053359107,0.0022818244,0.0016291405,0.0028159309,0.0012478355,0.0003915242,0.0014191935,0.77016693],"genre_scores_gemma":[0.9871353,0.00004366725,0.0038832517,0.0002861488,0.00033079676,0.000058096903,0.000098581026,0.000046253957,0.00811792],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9990493,0.00003674308,0.00022711151,0.0003186876,0.00017068697,0.00019748892],"domain_scores_gemma":[0.99902993,0.00029335782,0.0000721844,0.00035446577,0.00017645722,0.00007357851],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.000115884446,0.00019908937,0.00019096924,0.00014833042,0.00021339091,0.0013688235,0.0001751996,0.000062147585,0.00009368436],"category_scores_gemma":[0.000286802,0.00017336349,0.000045131368,0.00010630658,0.00017723153,0.00010954997,0.000098543635,0.00030252256,0.000111017114],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000017458266,0.000033473876,0.0000121650055,0.00006950645,0.00007322902,0.000011344755,0.16264887,0.00000718859,0.00022273675,0.83213156,0.002561918,0.0022105458],"study_design_scores_gemma":[0.0003110054,0.00013046601,0.000055518016,0.00015891281,0.00017344448,0.0000116654255,0.27854759,0.0025188662,0.0005469411,0.02553593,0.6913945,0.0006151796],"about_ca_topic_score_codex":0.00022063273,"about_ca_topic_score_gemma":0.0001233398,"teacher_disagreement_score":0.8065956,"about_ca_system_score_codex":0.000040557836,"about_ca_system_score_gemma":0.000039921084,"threshold_uncertainty_score":0.9996678},"labels":[],"label_agreement":null},{"id":"W7115596042","doi":"10.1016/j.acorp.2025.100183","title":"Constructions of ‘sound’ in scientific discourses about cochlear implants","year":2025,"lang":"en","type":"article","venue":"Applied Corpus Linguistics","topic":"Hearing Impairment and Communication","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval","funders":"Canadian Institutes of Health Research","keywords":"Sound (geography); Discipline; Field (mathematics); Collocation (remote sensing); Discourse analysis","score_opus":0.024129417355379497,"score_gpt":0.3452526281747733,"score_spread":0.3211232108193938,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115596042","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.63869125,0.00026418004,0.0007510413,0.000048489637,0.0030483825,0.00027388657,0.000028395394,0.00006231127,0.35683206],"genre_scores_gemma":[0.9971903,0.000012690525,0.0010887029,0.000042703185,0.00006819837,0.000032087344,0.00003254234,0.000009054247,0.0015236961],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99909854,0.000037520607,0.00033829463,0.00020405528,0.00010584747,0.0002157359],"domain_scores_gemma":[0.9989748,0.00019532011,0.000103089515,0.000583943,0.000109475804,0.000033345055],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002485864,0.00009430898,0.00017651446,0.0002237919,0.00013997927,0.000039107817,0.0002676795,0.000085008745,0.000065358305],"category_scores_gemma":[0.00017703422,0.00010201574,0.000030327665,0.00041875418,0.0003423291,0.0000064759415,0.00008002826,0.00018532484,0.00006444409],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004789152,0.00020303993,0.041196637,0.000023135675,0.000030345514,0.0000025172315,0.0008713965,0.000017968225,0.00051874557,0.946269,0.001034664,0.009784664],"study_design_scores_gemma":[0.004384129,0.00015027604,0.4382307,0.00039493543,0.00023366939,0.000020739326,0.0069143753,0.00035176205,0.0030391174,0.34302533,0.20248312,0.0007718612],"about_ca_topic_score_codex":0.0001347812,"about_ca_topic_score_gemma":0.00013350188,"teacher_disagreement_score":0.60324365,"about_ca_system_score_codex":0.00003676508,"about_ca_system_score_gemma":0.00012359364,"threshold_uncertainty_score":0.4160081},"labels":[],"label_agreement":null}]}