{"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":"7b0bbdf493d8","filters":{"venue":"International Journal of Advanced Science and Computer Applications"}},"results":[{"id":"W4206726616","doi":"10.47679/ijasca.v1i2.9","title":"Creating an environment that encourages both extensive and intense threaded dialogue The growth of discussion threads and the size of the class","year":2022,"lang":"en","type":"article","venue":"International Journal of Advanced Science and Computer Applications","topic":"Innovative Teaching and Learning Methods","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"","keywords":"Viewpoints; Conversation; Class (philosophy); Thread (computing); Asynchronous communication; Mathematics education; Computer science; Preference; Class size; Pedagogy; Graduate students; Psychology; Artificial intelligence; Communication; Mathematics","authors":[{"name":"Susan Hilliard","is_ca":true},{"name":"Madeline Ledger","is_ca":false},{"name":"Natasha Power","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02014984648376124,"gpt":0.3271513623140248,"spread":0.3070015158302635,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02099524,0.0005423814,0.0005929035,0.001847978,0.002830298,0.006470251,0.00112902,0.001152602,0.002734054],"category_scores_gemma":[0.05244854,0.0007385214,0.0006055993,0.0006877873,0.00172288,0.005356615,0.005846548,0.001193084,0.001075766],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008157037,"about_ca_system_score_gemma":0.001980659,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001776235,"about_ca_topic_score_gemma":0.0003863613,"domain_scores_codex":[0.9831251,0.0114159,0.0009274718,0.002037938,0.001714546,0.0007789717],"domain_scores_gemma":[0.9185779,0.05728022,0.007440984,0.006970247,0.004170832,0.005559744],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001805172,0.003503685,0.08662123,0.001327836,0.0001213516,0.00137177,0.3036754,0.001930497,0.1413961,0.01353878,0.005725653,0.4389827],"study_design_scores_gemma":[0.001825653,0.01260059,0.2761432,0.002171748,0.0006625119,0.004224091,0.1900856,0.02749504,0.08703803,0.05737646,0.3391807,0.001196423],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8293386,0.0003070006,0.155831,0.001182965,0.0002109521,0.001830477,0.00007658096,0.001409578,0.009812885],"genre_scores_gemma":[0.8341566,0.0001495045,0.1586621,0.0002152774,0.0001416503,0.0025848,0.00008945523,0.0002935214,0.003707224],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02099524,"threshold_uncertainty_score":0.1110348,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}