{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":2,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":2,"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","author_layer_release":"2026-06-26"},"query_hash":"daf2a98d32b8","filters":{"venue":"Studies in Chinese language and discourse"}},"results":[{"id":"W2267356682","doi":"10.1075/scld.3","title":"Multimodality, Interaction and Turn-taking in Mandarin Conversation","year":2014,"lang":"en","type":"book","venue":"Studies in Chinese language and discourse","topic":"Language, Discourse, Communication Strategies","field":"Arts and Humanities","cited_by":187,"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":"Multimodality; Mandarin Chinese; Conversation; Conversation analysis; Prosody; Linguistics; Syntax; Applied linguistics; Action (physics); Turn-taking; Psychology; Computer science; Communication; Philosophy","authors":[{"name":"Xiaoting Li","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06200957320214059,"gpt":0.3936127565133126,"spread":0.331603183311172,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003998755,0.0003856016,0.0006135608,0.0003234461,0.0001695271,0.0002092791,0.0001742808,0.0001180838,0.0001900761],"category_scores_gemma":[0.0001503796,0.0002918038,0.00005997952,0.00003617535,0.0009148164,0.0004054349,0.0003185231,0.0005063334,0.000009718331],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001270989,"about_ca_system_score_gemma":0.00005245186,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001144603,"about_ca_topic_score_gemma":0.08303476,"domain_scores_codex":[0.9986137,0.0001335504,0.0004460767,0.000387184,0.0001917122,0.0002277324],"domain_scores_gemma":[0.9988254,0.0003351168,0.0003515515,0.000381505,0.00006603008,0.00004042925],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00009758809,0.000108451,0.005873744,0.0009125876,0.0002170613,0.0001025019,0.9056866,0.00001497059,0.000007701507,0.07363375,0.001938036,0.01140703],"study_design_scores_gemma":[0.003387527,0.0001272318,0.008149749,0.002712648,0.0001955623,0.00003412895,0.937476,0.0003998198,0.000003938882,0.03396482,0.01223046,0.001318081],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4289083,0.01752134,0.000004892489,0.0007828682,0.0007397177,0.0004854543,0.00008251824,0.00006979708,0.5514051],"genre_scores_gemma":[0.9406772,0.00108778,0.000032534,0.0001405075,0.0006441514,0.00004954756,0.0001584811,0.00003703306,0.0571728],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5117688,"threshold_uncertainty_score":0.9999534,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2932716397","doi":"10.1075/scld.10.05li","title":"Some interactional functions of <i>Yinwei</i>-clauses in Mandarin Chinese conversation","year":2019,"lang":"en","type":"book-chapter","venue":"Studies in Chinese language and discourse","topic":"Language, Discourse, Communication Strategies","field":"Arts and Humanities","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Calgary; University of Alberta","funders":"","keywords":"Mandarin Chinese; Conversation; Linguistics; Psychology; Communication; Computer science; Philosophy","authors":[{"name":"Xiaoting Li","is_ca":true},{"name":"Jie Luo","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04108995030828228,"gpt":0.3472782955934889,"spread":0.3061883452852066,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002253504,0.000459643,0.0007899802,0.0004894461,0.0001229954,0.00008081309,0.0002457672,0.0001230571,0.001031134],"category_scores_gemma":[0.00009739448,0.0003323459,0.0001460756,0.00004559514,0.001040566,0.0006089744,0.0002953158,0.0004117202,0.00005153687],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008852123,"about_ca_system_score_gemma":0.0001080707,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006017131,"about_ca_topic_score_gemma":0.02426068,"domain_scores_codex":[0.9984306,0.00005290063,0.0006296658,0.0003807607,0.0002897954,0.000216293],"domain_scores_gemma":[0.9985482,0.0003780859,0.0003649429,0.0005377216,0.0001328463,0.00003825783],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002659468,0.0002912197,0.01129327,0.0009165206,0.0007003547,0.00009295519,0.4117627,0.00004893745,0.0000467668,0.5705391,0.002406403,0.001635811],"study_design_scores_gemma":[0.006070285,0.0003848086,0.01251595,0.003429642,0.0004381989,0.00004834932,0.7982289,0.00009710051,0.00001113553,0.1583704,0.01808256,0.002322644],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3848588,0.03836533,0.000002035724,0.0008906386,0.001834557,0.0006541247,0.0006206784,0.00006667836,0.5727071],"genre_scores_gemma":[0.8426588,0.002350103,0.00001576719,0.0001206049,0.0007221003,0.00003559231,0.0002886967,0.00004642787,0.153762],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.4577999,"threshold_uncertainty_score":0.9999129,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}