{"id":"W2157619119","doi":"10.5539/ies.v5n5p35","title":"Effective Classroom Management","year":2012,"lang":"en","type":"article","venue":"International Education Studies","topic":"Education and Technology Integration","field":"Social Sciences","cited_by":42,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Classroom management; Psychology; Meaning (existential); Pedagogy; Mathematics education; Teaching method","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":[0.002366044,0.0003482301,0.0002403329,0.001110363,0.002047172,0.004043028,0.001289344,0.000727245,0.004998054],"category_scores_gemma":[0.006667842,0.0001649308,0.0002781614,0.0005366144,0.001882974,0.002283651,0.003006233,0.0009876433,0.001192493],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002111399,"about_ca_system_score_gemma":0.004000687,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001338274,"about_ca_topic_score_gemma":0.002813259,"domain_scores_codex":[0.9961076,0.001438439,0.0002262162,0.0005066448,0.001207277,0.0005137793],"domain_scores_gemma":[0.9945152,0.001039443,0.001223427,0.0007540958,0.001220347,0.001247609],"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":[0.00004901058,0.0007398477,0.05130413,0.0008886692,0.00006618862,0.001051496,0.0817398,0.0007264052,0.007636733,0.1002818,0.02941778,0.7260981],"study_design_scores_gemma":[0.0000480494,0.0005141268,0.06153891,0.001248589,0.00007250989,0.00266243,0.09136932,0.00137369,0.003527842,0.05371067,0.7838515,0.00008230061],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3605952,0.006940138,0.0736409,0.01520524,0.0009084027,0.000752251,0.0001563481,0.0009116381,0.5408899],"genre_scores_gemma":[0.934628,0.00176171,0.01924704,0.001030375,0.0001522309,0.0002369777,0.00009192449,0.00006268622,0.04278905],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004998054,"threshold_uncertainty_score":0.01672018,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04654850311098781,"score_gpt":0.4514228653719475,"score_spread":0.4048743622609597,"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."}}