{"id":"W2344705262","doi":"10.3968/8346","title":"Three Types of Reading Class in Primary Chinese Teaching","year":2016,"lang":"en","type":"article","venue":"Studies in literature and language","topic":"Higher Education and Teaching Methods","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Reading (process); Class (philosophy); Mathematics education; Computer science; Curriculum; Process (computing); Pedagogy; Psychology; Linguistics; Artificial intelligence; Programming language","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":[0.0004457796,0.0003545181,0.0003231877,0.0008551108,0.0024492,0.0009585785,0.0009959731,0.0006350972,0.014138],"category_scores_gemma":[0.001234547,0.0002264355,0.0004401648,0.0008923613,0.001227353,0.0006998192,0.001090779,0.0007230507,0.001606038],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002150686,"about_ca_system_score_gemma":0.002297147,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007254744,"about_ca_topic_score_gemma":0.01882059,"domain_scores_codex":[0.9992684,0.00007670208,0.00005191135,0.0001712935,0.0001615877,0.0002702201],"domain_scores_gemma":[0.9991024,0.0001010899,0.00006182038,0.00008380532,0.0001230754,0.0005278938],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.003677853,0.005137952,0.2241797,0.00150151,0.00008123902,0.004268187,0.05968973,0.001280787,0.05363089,0.05058238,0.02147708,0.5744926],"study_design_scores_gemma":[0.0004790762,0.002024883,0.8671312,0.000230719,0.0001637824,0.00180147,0.02726352,0.003483882,0.01535215,0.01245553,0.06937601,0.0002377989],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9422706,0.0002824296,0.004527643,0.0003038636,0.0001382092,0.0009165596,0.0003844956,0.0002334287,0.05094283],"genre_scores_gemma":[0.9633321,0.0001252971,0.004448845,0.0001499095,0.00003418721,0.0006268834,0.0004776294,0.00004121351,0.030764],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.014138,"threshold_uncertainty_score":0.04729629,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01553382396429255,"score_gpt":0.3504186021684583,"score_spread":0.3348847782041658,"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."}}