{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":3,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":3,"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":"e391bc5a6e02","filters":{"venue":"Journal of Politeness Research"}},"results":[{"id":"W2992839570","doi":"10.1515/pr-2017-0008","title":"Factors in the perception of speaker politeness<b>: the effect of linguistic structure, imposition and prosody</b>","year":2019,"lang":"en","type":"article","venue":"Journal of Politeness Research","topic":"Language, Discourse, Communication Strategies","field":"Arts and Humanities","cited_by":20,"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":"Politeness; Prosody; Linguistics; Perception; Psychology","retraction":null,"screen_n_in":null,"score":{"opus":0.07303777544422126,"gpt":0.3938417560531113,"spread":0.32080398060889,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00206161,0.0001059614,0.0002733865,0.0003129636,0.0001387749,0.0001559787,0.0005073756,0.00004573032,0.0001812338],"category_scores_gemma":[0.0002447765,0.00004635376,0.00008599368,0.0001327482,0.0005637623,0.0002071061,0.00007568152,0.0004677186,0.000001543597],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004676161,"about_ca_system_score_gemma":0.00009660667,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001212405,"about_ca_topic_score_gemma":0.0002156773,"domain_scores_codex":[0.9975081,0.001085822,0.0004361946,0.00008343338,0.0006734853,0.0002129262],"domain_scores_gemma":[0.9977154,0.00103888,0.0002888126,0.0003517067,0.0005726006,0.0000325918],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0007112911,0.0002272554,0.191651,0.001249877,0.0001809674,0.00001154425,0.4589112,0.00008169047,0.03311169,0.3111961,0.0002141693,0.002453234],"study_design_scores_gemma":[0.001843245,0.002247428,0.7199789,0.0006783813,0.0001025868,0.00006029952,0.2422729,0.000115002,0.007981732,0.02211524,0.002367715,0.0002365401],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9948006,0.0006007596,0.000001138715,0.0004262888,0.0001117512,0.0003194512,0.0000291566,0.000002157577,0.00370865],"genre_scores_gemma":[0.9994854,0.00007447396,0.000005010963,0.00001378892,0.0002666486,0.000003455241,0.000006616026,0.00001068167,0.000133877],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.528328,"threshold_uncertainty_score":0.2077206,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3134301815","doi":"10.1515/pr-2020-0031","title":"Sacred civility? An alternative conceptual architecture informed by cultural sociology","year":2020,"lang":"en","type":"article","venue":"Journal of Politeness Research","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 Guelph","funders":"","keywords":"Politeness; Civility; Sociology; Epistemology; Field (mathematics); Face (sociological concept); Everyday life; Sociology of culture; Aesthetics; Social science; Politics; Linguistics; Law; Philosophy","retraction":null,"screen_n_in":null,"score":{"opus":0.2664448323431767,"gpt":0.4463384880497253,"spread":0.1798936557065486,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007228412,0.0001496598,0.0003384583,0.0001541382,0.0003820554,0.0003360267,0.001043089,0.00007625322,0.001094293],"category_scores_gemma":[0.0005340289,0.000100327,0.0001258635,0.00008241741,0.00268893,0.000833681,0.0001741895,0.001102854,0.00003474524],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001081356,"about_ca_system_score_gemma":0.0004639519,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004662591,"about_ca_topic_score_gemma":0.0002937306,"domain_scores_codex":[0.9972467,0.0009215334,0.0005018169,0.0001497862,0.0007287541,0.0004514103],"domain_scores_gemma":[0.9973352,0.0004905882,0.0002685208,0.0002518053,0.001343389,0.0003105189],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003444391,0.0001381655,0.0002031329,0.0000441356,0.0001854781,0.00003152798,0.6768933,0.00004935795,0.002136088,0.2929614,0.02466073,0.002352213],"study_design_scores_gemma":[0.001344886,0.00116875,0.0003246764,0.00004847943,0.00002015652,0.00003351758,0.5657988,0.00008659984,0.001113968,0.01816277,0.4116529,0.0002445378],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9564239,0.002208769,0.0000736108,0.01326531,0.0001859981,0.0001953199,0.0001680357,0.00002974465,0.02744928],"genre_scores_gemma":[0.9967493,0.0002357289,0.0000877307,0.0007251594,0.001449078,0.000007622453,0.00004431959,0.00001645384,0.0006845419],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3869922,"threshold_uncertainty_score":0.9998189,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2605678393","doi":"10.1515/pr-2015-0029","title":"Analyzing online postings as social behavior for L2 instruction of (im)politeness: Sensitizing advanced learners of German or English","year":2017,"lang":"en","type":"article","venue":"Journal of Politeness Research","topic":"Discourse Analysis in Language Studies","field":"Arts and Humanities","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 British Columbia","funders":"","keywords":"Politeness; German; Psychology; Negotiation; Inclusion (mineral); Variety (cybernetics); Citizen journalism; Diversity (politics); Linguistics; Sociology; Pedagogy; Mathematics education; Social psychology; Computer science; World Wide Web; Artificial intelligence","retraction":null,"screen_n_in":null,"score":{"opus":0.1400667058755662,"gpt":0.4707067764733116,"spread":0.3306400705977454,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001630959,0.0001725786,0.0007367904,0.0008060416,0.001240762,0.0002514206,0.0005580425,0.00007632097,0.0001218643],"category_scores_gemma":[0.002403755,0.0001318452,0.0003902422,0.0001176048,0.001337226,0.0007972437,0.000209718,0.0004132986,8.405528e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001190444,"about_ca_system_score_gemma":0.0002896218,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001538399,"about_ca_topic_score_gemma":0.000872093,"domain_scores_codex":[0.9973971,0.0001763579,0.000894101,0.0001939045,0.0008511752,0.0004873192],"domain_scores_gemma":[0.993338,0.0002769971,0.001363613,0.0003172828,0.004607288,0.00009680099],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.005325264,0.002259218,0.02161548,0.002846444,0.00386334,0.0005120391,0.4585911,0.0001596036,0.04173083,0.1579631,0.00107343,0.3040601],"study_design_scores_gemma":[0.007865666,0.003128877,0.04412466,0.002218057,0.001574237,0.0001382709,0.8960003,0.0002201762,0.02352742,0.005607572,0.01459281,0.001001944],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958388,0.0002772363,0.000009466341,0.000395079,0.0004220985,0.0001834574,0.0001215848,0.000008278884,0.002744012],"genre_scores_gemma":[0.995591,0.0001386925,0.0003370132,0.00001324892,0.002471901,0.0000080508,0.00001162074,0.00003320306,0.001395215],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4374092,"threshold_uncertainty_score":0.9543062,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}