{"id":"W4395468173","doi":"10.22492/issn.2435-5240.2024.23","title":"An Investigation on the Similarities and Differences in Conducting Project-Based Learning in Pure Online and Face-to-Face Class Environments at UTAS-Nizwa","year":2024,"lang":"en","type":"article","venue":"Southeast Asian Conference on Education official conference proceedings","topic":"Educational Robotics and Engineering","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Child, Adolescent and Family Mental Health","funders":"","keywords":"Face (sociological concept); Class (philosophy); Face-to-face; Coronavirus disease 2019 (COVID-19); Pandemic; Computer science; Artificial intelligence; Human–computer interaction; Mathematics education; Psychology; Sociology; Epistemology; Medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004134452,0.0003028731,0.0002322769,0.000492439,0.0002197456,0.0008162266,0.0004112468,0.0001216362,0.00001260973],"category_scores_gemma":[0.0001833173,0.0002547919,0.00002185585,0.0005631319,0.0001358391,0.0004351417,0.00009046237,0.0005736767,0.00001093361],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001492636,"about_ca_system_score_gemma":0.0007747271,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005447803,"about_ca_topic_score_gemma":0.0001146413,"domain_scores_codex":[0.9982022,0.0000638263,0.0003344489,0.0007098637,0.0003485836,0.0003410438],"domain_scores_gemma":[0.9993808,0.0001242848,0.00009396864,0.0001531039,0.00008611799,0.0001617705],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00006603431,0.0005053055,0.0810025,0.0003703097,0.00002223028,0.000002864146,0.1519043,0.001662814,0.007439255,0.7259974,0.00009026837,0.03093679],"study_design_scores_gemma":[0.0003884639,0.0007094453,0.1337663,0.002456704,0.00001613868,0.00001164158,0.1257434,0.7264156,0.0006941313,0.008407984,0.0004058347,0.0009843315],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9756061,0.00004453832,0.002628807,0.02013554,0.000270091,0.0005342182,0.00001085046,0.00008893701,0.0006809233],"genre_scores_gemma":[0.9980418,0.00001705767,0.001204135,0.0003249142,0.00009826549,0.000107634,0.00002281761,0.00002052591,0.0001628541],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7247528,"threshold_uncertainty_score":0.9999904,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06725648313780523,"score_gpt":0.2806034495041733,"score_spread":0.213346966366368,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}