{"id":"W2151867669","doi":"10.5539/ies.v5n3p205","title":"Reflective Classroom Practice for Effective Classroom Instruction","year":2012,"lang":"en","type":"article","venue":"International Education Studies","topic":"EFL/ESL Teaching and Learning","field":"Arts and Humanities","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Blame; Psychology; Mathematics education; Context (archaeology); Task (project management); Test (biology); Classroom management; Pedagogy; Teaching method; Social psychology","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":[0.01331934,0.0006697049,0.0007599685,0.001497264,0.002108567,0.008394814,0.001870024,0.003123135,0.0151623],"category_scores_gemma":[0.02190087,0.0005034788,0.0006215489,0.001105877,0.006657342,0.005372489,0.004832711,0.004568178,0.004462472],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002601262,"about_ca_system_score_gemma":0.009328022,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001240756,"about_ca_topic_score_gemma":0.001836839,"domain_scores_codex":[0.9878396,0.007373897,0.000606717,0.0008212106,0.002931552,0.0004269681],"domain_scores_gemma":[0.9790037,0.0136176,0.001200964,0.00251791,0.001933476,0.001726451],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004734405,0.0005376014,0.001415595,0.002428403,0.00005048099,0.0004923752,0.01755324,0.00102388,0.001500097,0.3097614,0.06155413,0.6036354],"study_design_scores_gemma":[0.0001041736,0.0002411355,0.004432552,0.005789064,0.00004018857,0.00183784,0.01209675,0.001432674,0.001139605,0.2716262,0.701174,0.00008595452],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01432518,0.05311935,0.3586191,0.080374,0.003181802,0.001495279,0.0001331391,0.001249772,0.4875024],"genre_scores_gemma":[0.3378337,0.03058825,0.5582476,0.007735949,0.001346548,0.0029278,0.0001625105,0.0004550228,0.06070259],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0151623,"threshold_uncertainty_score":0.07044023,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07940493394416963,"score_gpt":0.4195732735186937,"score_spread":0.340168339574524,"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."}}