{"id":"W2003525420","doi":"10.5539/ies.v3n1p192","title":"A Study on Research Teaching","year":2010,"lang":"en","type":"article","venue":"International Education Studies","topic":"Higher Education and Teaching Methods","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mathematics education; Teaching method; Educational research; Psychology; Research methodology; Pedagogy; Sociology","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":[0.01886146,0.0002735891,0.0004775349,0.002485533,0.01315539,0.00872234,0.00123781,0.001960881,0.005296923],"category_scores_gemma":[0.06238013,0.0004141759,0.0003197284,0.003747353,0.02056998,0.009274938,0.005404736,0.004615779,0.0005598456],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006253423,"about_ca_system_score_gemma":0.007699278,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003860641,"about_ca_topic_score_gemma":0.004936041,"domain_scores_codex":[0.9644533,0.02888634,0.0006146937,0.001382549,0.003143721,0.001519494],"domain_scores_gemma":[0.8781348,0.09877374,0.005942751,0.005203341,0.005562283,0.006383094],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00005330505,0.0002563994,0.007759871,0.0002621836,0.000004794929,0.0005567539,0.8550224,0.00006983161,0.001035649,0.09634935,0.003552791,0.03507669],"study_design_scores_gemma":[0.00003706368,0.0002669081,0.007250965,0.0007416512,0.000007561569,0.0007981676,0.7879098,0.0002108294,0.001001445,0.01255335,0.1891915,0.00003073317],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7705477,0.003609569,0.00549349,0.0237052,0.0006345437,0.0002040756,0.00005935212,0.0000743221,0.1956718],"genre_scores_gemma":[0.9870364,0.00117665,0.0007932621,0.00152471,0.0001161392,0.00006913846,0.00001166308,0.00004362197,0.009228428],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01886146,"threshold_uncertainty_score":0.0997501,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3123158170304383,"score_gpt":0.6036995525520459,"score_spread":0.2913837355216076,"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."}}