{"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","author_layer_release":"2026-06-26"},"query_hash":"4ce69d302771","filters":{"venue":"European Journal of Literature Language and Linguistics Studies"}},"results":[{"id":"W4393070530","doi":"10.46827/ejlll.v8i1.494","title":"SOCIO-PRAGMATIC VARIATION IN CAMEROON FRENCH REQUESTS","year":2024,"lang":"en","type":"article","venue":"European Journal of Literature Language and Linguistics Studies","topic":"Linguistic and Sociocultural Studies","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Cape Breton University","funders":"","keywords":"Variation (astronomy); Geography","authors":[{"name":"Bernard Mulo Farenkia","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0173850665545777,"gpt":0.324744927507507,"spread":0.3073598609529293,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002488612,0.0004561289,0.0002155764,0.001482991,0.001034604,0.001634197,0.0002327396,0.0007189377,0.00234016],"category_scores_gemma":[0.01026243,0.0002503371,0.0001369187,0.0008151578,0.001659687,0.0007801515,0.0007400933,0.0003766693,0.0002020803],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001467129,"about_ca_system_score_gemma":0.0006984543,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02150072,"about_ca_topic_score_gemma":0.01904149,"domain_scores_codex":[0.9964836,0.002399779,0.0001470966,0.0002432904,0.0004280015,0.0002983036],"domain_scores_gemma":[0.9940891,0.003944439,0.0009783896,0.0002052339,0.000592984,0.0001898366],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0005374833,0.00008317001,0.3093524,0.0003400794,0.00004489918,0.003693255,0.5779538,0.0004488058,0.05087872,0.004641091,0.0006888638,0.0513375],"study_design_scores_gemma":[0.00002519978,0.0002140134,0.6877479,0.0001151841,0.00003904441,0.00471134,0.2793799,0.001634055,0.004060416,0.0008548615,0.02106095,0.0001571122],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974734,0.0001350112,0.0003566048,0.00009824697,0.000003031347,0.000009626968,0.00002306544,0.000007375047,0.001893598],"genre_scores_gemma":[0.9995025,0.00004917544,0.0001674964,0.00001631279,0.000002560874,0.000005532326,0.00001090181,0.000003088738,0.0002424316],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02150072,"threshold_uncertainty_score":0.04275113,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4214769570","doi":"10.46827/ejlll.v5i4.316","title":"COMPLAINT STRATEGIES AND FORMULAS IN CAMEROON FRENCH: A CASE STUDY","year":2022,"lang":"en","type":"article","venue":"European Journal of Literature Language and Linguistics Studies","topic":"Language, Discourse, Communication Strategies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Cape Breton University","funders":"","keywords":"Complaint; Sarcasm; Psychology; Variety (cybernetics); Linguistics; Social psychology; Political science; Law; Mathematics; Philosophy; Statistics; Irony","authors":[{"name":"Bernard Mulo Farenkia","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05024004079303986,"gpt":0.3137212038186708,"spread":0.263481163025631,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003435496,0.001017784,0.0003841166,0.002422274,0.004213342,0.002662818,0.0007845597,0.00206209,0.001817429],"category_scores_gemma":[0.009152232,0.0003499607,0.0003500242,0.001995352,0.004412331,0.001442242,0.001416896,0.0008430158,0.0001400286],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004920472,"about_ca_system_score_gemma":0.002069319,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06969681,"about_ca_topic_score_gemma":0.07675296,"domain_scores_codex":[0.9953341,0.003419228,0.0001541818,0.0002235093,0.0002879965,0.0005810492],"domain_scores_gemma":[0.9925539,0.005799459,0.0008261864,0.0001544985,0.0004499748,0.0002159725],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003057244,0.0001935817,0.05244649,0.0003539771,0.0000255595,0.0452804,0.8545247,0.0004378158,0.004766544,0.005964974,0.0007693783,0.03493084],"study_design_scores_gemma":[0.00003493695,0.0003476587,0.06310112,0.0002939551,0.00005109991,0.01997057,0.8796294,0.001496967,0.004005494,0.0007663257,0.03021032,0.00009207971],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972018,0.000548184,0.0005868978,0.0003250866,0.00000783184,0.00003155034,0.00002980422,0.000006793838,0.001262024],"genre_scores_gemma":[0.9981396,0.0003259087,0.0007779532,0.00006429892,0.000008947874,0.00002161013,0.00001833538,0.000004722065,0.0006386155],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06969681,"threshold_uncertainty_score":0.1385823,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3216082399","doi":"10.46827/ejlll.v5i3.302","title":"BLACK, BROWN OR WHITE?: AN ANALYSIS OF THE POLITICS OF MULTIRACIAL IDENTITY DEVELOPMENT IN AFRICAN AMERICAN-PARENTED MULATTOS THROUGH HEIDI DURROW’S THE GIRL WHO FELL FROM THE SKY","year":2021,"lang":"en","type":"article","venue":"European Journal of Literature Language and Linguistics Studies","topic":"Migration, Ethnicity, and Economy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Fell; Girl; Identity (music); Politics; White (mutation); Scholarship; Gender studies; Sociology; Humanities; Religious studies; Ethnology; Art; Political science; Law; Philosophy; Cartography; Aesthetics; Psychology; Geography","authors":[{"name":"Sènakpon Adelphe Fortuné Azon","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03177185136289788,"gpt":0.3284957622370726,"spread":0.2967239108741747,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00386207,0.0003679602,0.0003582554,0.001611226,0.04038832,0.009645962,0.001512487,0.002111341,0.005591683],"category_scores_gemma":[0.003910722,0.0003767607,0.0002102715,0.00125231,0.02283576,0.005922012,0.008432209,0.005619517,0.0003613084],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009263277,"about_ca_system_score_gemma":0.005831468,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04810959,"about_ca_topic_score_gemma":0.1146978,"domain_scores_codex":[0.9968351,0.001962312,0.00003183005,0.0002053961,0.0003223732,0.0006430285],"domain_scores_gemma":[0.9977248,0.001248329,0.0003026067,0.00007522456,0.000201901,0.000447049],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001033723,0.00001789668,0.001058404,0.00001454174,0.000001381172,0.0004512449,0.9512587,0.00001040362,0.0001168239,0.04253712,0.002027353,0.002495748],"study_design_scores_gemma":[0.000001495114,0.000005947016,0.001551224,0.00005481802,0.000001669495,0.00008615783,0.9667578,0.00003242144,0.0001068182,0.001898319,0.02949898,0.000004421825],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8501541,0.002400616,0.001638149,0.03324689,0.0002868504,0.00006551249,0.00003866937,0.000023578,0.1121457],"genre_scores_gemma":[0.9807627,0.0007137088,0.0003757917,0.001396618,0.00005584577,0.00005799166,0.0000147534,0.00003342941,0.0165892],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04810959,"threshold_uncertainty_score":0.09565914,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}