{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003888706,0.00006899356,0.00006812495,0.000184373,0.0002888349,0.00002972259,0.0001603721,0.0000487134,0.0002780394],"category_scores_gemma":[0.0005774014,0.00006592477,0.00003610166,0.0001835287,0.0001627349,0.0003405294,0.00003324455,0.00007692216,0.0004024505],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004087023,"about_ca_system_score_gemma":0.00007600116,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001088776,"about_ca_topic_score_gemma":0.0001018375,"domain_scores_codex":[0.9992816,0.00007015668,0.0001312994,0.0001113123,0.0002426955,0.0001629136],"domain_scores_gemma":[0.998903,0.0001099974,0.00007578185,0.00008970028,0.0007681453,0.00005338543],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000003496385,0.0002533189,0.04997491,0.00000438398,0.0001618116,7.800663e-8,0.01395238,2.551117e-7,0.00001028192,0.765276,0.05797574,0.1123874],"study_design_scores_gemma":[0.00006775586,0.000005172704,0.02664362,0.00001962553,0.00001693047,9.433526e-7,0.09854358,5.901541e-7,0.0001200281,0.01132556,0.8631805,0.00007569871],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2707066,0.003195788,0.0007853359,0.03718381,0.03277886,0.0005579069,0.000003065202,0.0002856726,0.6545029],"genre_scores_gemma":[0.9672785,0.0007358904,0.002149271,0.0009243342,0.0009062857,0.0004028602,0.00001129193,0.000005298093,0.0275862],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8052047,"threshold_uncertainty_score":0.5172821,"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."}}