{"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"},"query_hash":"11c1a9f62753","filters":{"venue":"Al-Lisan"}},"results":[{"id":"W2945128318","doi":"10.30603/al.v4i1.561","title":"FUNCTIONAL TEXT ANALYSIS OF OATH FOR ENGINEERS: ITS META-FUNCTIONS AND LINGUISTIC CHARACTERISTICS","year":2019,"lang":"en","type":"article","venue":"Al-Lisan","topic":"Engineering Education and Curriculum Development","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Oath; Linguistics; Obligation; Interpersonal communication; Cadastre; Psychology; Epistemology; Sociology; Philosophy; Social psychology; Political science; Law","retraction":null,"screen_n_in":null,"score":{"opus":0.01900511371420237,"gpt":0.2288414284140749,"spread":0.2098363146998725,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009679569,0.0001364653,0.0003027141,0.0002506761,0.00002528867,0.00001858248,0.00005271415,0.00004549162,0.0005589555],"category_scores_gemma":[0.00008303747,0.0001303542,0.0001315817,0.0003840842,0.000008539906,0.00004522183,0.00001003839,0.00007165045,0.00003441213],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003340419,"about_ca_system_score_gemma":0.00001972775,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002790159,"about_ca_topic_score_gemma":0.000002459451,"domain_scores_codex":[0.9993683,0.000004573628,0.000229241,0.0001460326,0.0001084296,0.0001434302],"domain_scores_gemma":[0.9995375,0.0001049222,0.00003409667,0.0001493675,0.0001052911,0.00006882597],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00005847223,0.0006080138,0.03221905,0.002381288,0.0720728,0.000003657888,0.007323314,0.7504445,0.02776239,0.03074586,0.06843758,0.007943027],"study_design_scores_gemma":[0.0007279434,0.00008896257,0.2947305,0.00004394426,0.009755828,0.000006082626,0.0004346195,0.5016153,0.001419544,0.00003692193,0.1902988,0.0008416346],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9181333,0.001345717,0.07204449,0.0002168882,0.003911202,0.0005612524,0.0003025409,0.0003991298,0.003085493],"genre_scores_gemma":[0.9970259,0.00004213975,0.0009702795,0.00004676931,0.00007024586,0.00006799406,0.0002131498,0.00002308308,0.00154041],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2625114,"threshold_uncertainty_score":0.6120171,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4392837876","doi":"10.30603/al.v8i2.3895","title":"Using Local-Wisdom Literature in Teaching English through Text-Based Method on Merdeka Belajar Curriculum","year":2023,"lang":"en","type":"article","venue":"Al-Lisan","topic":"Educational Curriculum and Learning Methods","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":"Encana (Canada)","funders":"","keywords":"Curriculum; Mathematics education; Narrative; Process (computing); Object (grammar); Qualitative research; Psychology; Research Object; Teaching method; Pedagogy; Computer science; Sociology; Art; Artificial intelligence; Literature","retraction":null,"screen_n_in":null,"score":{"opus":0.05850539104707315,"gpt":0.4478857707170201,"spread":0.3893803796699469,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004862762,0.0002407923,0.0003054668,0.0002899758,0.0009067327,0.0002254199,0.0003920255,0.00024647,0.0001860805],"category_scores_gemma":[0.003142095,0.0002245201,0.0001519513,0.002044667,0.0001939957,0.0004265867,0.00005258501,0.001045737,0.00006631223],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002619297,"about_ca_system_score_gemma":0.0003284754,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006545829,"about_ca_topic_score_gemma":0.0005963188,"domain_scores_codex":[0.9952354,0.002558393,0.0003321746,0.0005565051,0.0006708218,0.0006467361],"domain_scores_gemma":[0.9976335,0.001580713,0.0001484975,0.0002965112,0.000184919,0.0001558469],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004689045,0.001099488,0.06303591,0.0001211808,0.0000913691,0.0001213336,0.4774059,0.03410778,0.0007185777,0.2654113,0.07647358,0.08136667],"study_design_scores_gemma":[0.0009964907,0.0001370302,0.01024421,0.0009694027,0.0000631182,0.000002840853,0.08466189,0.01173783,0.000442962,0.01261686,0.8770906,0.001036724],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8032235,0.001321345,0.07297226,0.01611442,0.007250969,0.001219614,0.00003792147,0.001349242,0.09651072],"genre_scores_gemma":[0.8672087,0.00005737801,0.1264352,0.003021506,0.001985776,0.00005813223,0.00009728004,0.0000692927,0.001066732],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.800617,"threshold_uncertainty_score":0.9895379,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}