{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":1,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":1,"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":"055a55b80170","filters":{"venue":"Issues in Language Instruction"}},"results":[{"id":"W2795665800","doi":"10.17161/ili.v3i2.6999","title":"Summary/Commentary on Session \"Research Fair: Issues, Approaches, and Challenges in TESOL\"","year":2018,"lang":"en","type":"article","venue":"Issues in Language Instruction","topic":"Higher Education Learning Practices","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Simon Fraser University","funders":"","keywords":"Session (web analytics); Engineering ethics; Mathematics education; Psychology; Computer science; Sociology; Medical education; Engineering; Medicine; World Wide Web","authors":[{"name":"Marcellino Berardo","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1640787350245848,"gpt":0.4567946275566055,"spread":0.2927158925320207,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002373671,0.0001077773,0.0001399993,0.0002580582,0.0003214218,0.0001004967,0.0002012145,0.0001596244,0.0002804197],"category_scores_gemma":[0.0005513608,0.0001082754,0.00001424579,0.0005153823,0.0004779873,0.000616427,0.00006985194,0.0004737673,0.00006710169],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002539874,"about_ca_system_score_gemma":0.00003661554,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02127685,"about_ca_topic_score_gemma":0.02172525,"domain_scores_codex":[0.9973579,0.001252222,0.0001965845,0.0003773104,0.0004814563,0.0003345452],"domain_scores_gemma":[0.9992778,0.0002955313,0.00007286195,0.0002252812,0.0000557285,0.00007280313],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007804333,0.0002449766,0.0369242,0.00005408422,0.000008407855,0.00001638307,0.4334145,0.000007761486,0.00008605363,0.00569753,0.003698803,0.5197692],"study_design_scores_gemma":[0.000410992,0.0001491962,0.02245422,0.0002042946,0.000002913399,0.000003317186,0.2244134,0.00004648473,0.0003976874,0.0006184145,0.7511283,0.0001707467],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9171009,0.008679741,8.41104e-7,0.05373874,0.0006675401,0.0002884887,0.000001528843,0.00007437158,0.01944781],"genre_scores_gemma":[0.99053,0.005121271,0.001269946,0.0001411543,0.001653403,0.00003469564,0.000009715663,0.00001649881,0.001223336],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7474295,"threshold_uncertainty_score":0.9961257,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}