{"id":"W4401053158","doi":"10.5539/jel.v13n5p260","title":"Students Learning Achievement and Satisfaction of Chinese Proficiency Test (HSK1) Reading Courses on the Udemy Platform","year":2024,"lang":"en","type":"article","venue":"Journal of Education and Learning","topic":"English Language Learning and Teaching","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychology; Test (biology); Mathematics education; Reading (process); Chinese language; Blended learning; Language proficiency; Educational technology; Medical education; Medicine; Linguistics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007056331,0.0002373488,0.0003654613,0.0005308643,0.0003947015,0.0009693506,0.0001944878,0.0002960105,0.004894719],"category_scores_gemma":[0.003235203,0.00009159334,0.0005034718,0.0004268503,0.0001769038,0.0004383424,0.0004880739,0.0005189985,0.00083829],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000315913,"about_ca_system_score_gemma":0.0004398297,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002587167,"about_ca_topic_score_gemma":0.002664104,"domain_scores_codex":[0.9993107,0.0001165988,0.00006515748,0.00008379801,0.0002318101,0.000191931],"domain_scores_gemma":[0.9975097,0.0003187416,0.0006600537,0.00007334272,0.000510878,0.0009273074],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005506346,0.002397671,0.9479297,0.0000611545,0.00006758614,0.000226033,0.00208275,0.0002153762,0.002581547,0.0001327652,0.00116445,0.04259033],"study_design_scores_gemma":[0.00001461403,0.001030423,0.9945443,0.000008603816,0.00003097363,0.00007458664,0.001818302,0.0004928255,0.0009561902,0.00004258335,0.0009691832,0.0000173129],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989063,0.00001579797,0.00004013358,0.00002742884,0.000003925688,0.000006000328,0.00005460686,0.000004728956,0.000941066],"genre_scores_gemma":[0.998276,0.00002434283,0.00005507506,0.00001918026,0.000003544129,0.000009811793,0.0001191457,0.000002451026,0.001490352],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004894719,"threshold_uncertainty_score":0.01637453,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01080444514606637,"score_gpt":0.308650037897223,"score_spread":0.2978455927511566,"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."}}