{"id":"W4213441140","doi":"10.47604/ijodl.1474","title":"PERCEPTIONS AND STRATEGIES OF EARLY CHILDHOOD TEACHERS IN DEALING WITH PHYSICAL AGGRESSIVE BEHAVIOURS AMONG CHILDREN IN THE BOLGATANGA MUNICIPALITY","year":2022,"lang":"en","type":"article","venue":"International Journal of Online and Distance Learning","topic":"Adolescent Health and Behaviors","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Education and Early Childhood Development","funders":"","keywords":"Aggression; Perception; Psychology; Exploratory research; Early childhood; Data collection; Developmental psychology; Medical education; Medicine; Sociology; Social science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005198167,0.00008003337,0.0001774359,0.0001294909,0.0002354631,0.00001379452,0.0001832493,0.00002927509,0.0000164931],"category_scores_gemma":[0.00005684271,0.00005720418,0.00003064033,0.0001013299,0.00009586186,0.0001893883,0.00006216868,0.001517657,6.709342e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007004431,"about_ca_system_score_gemma":0.0001763812,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001069362,"about_ca_topic_score_gemma":0.001441852,"domain_scores_codex":[0.9986201,0.000373907,0.0003960798,0.0000994326,0.0003561856,0.0001542848],"domain_scores_gemma":[0.9990588,0.000130914,0.0006185002,0.00005270531,0.00009039164,0.00004863481],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001073127,0.0002631876,0.9577832,0.000005855156,0.000010317,0.00003882141,0.03828615,0.0009286412,0.00001422994,0.0003817277,0.00000291705,0.002177601],"study_design_scores_gemma":[0.0009200757,0.0001968886,0.8880841,0.000299543,0.00001642685,0.00002875613,0.1102331,0.00006181576,3.258029e-7,0.00009476341,0.00001703087,0.00004717473],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988434,0.0002297138,0.00004562659,0.000586767,0.00004353917,0.0001488669,0.00004213269,0.000003550608,0.00005638773],"genre_scores_gemma":[0.9995863,0.00008872111,0.00008990728,0.00008527913,0.0000969887,0.000006435036,0.0000251138,0.000007546089,0.00001369081],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07194699,"threshold_uncertainty_score":0.6593547,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0203449044504742,"score_gpt":0.3916985314678238,"score_spread":0.3713536270173496,"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."}}