{"id":"W2897065388","doi":"10.5430/ijhe.v7n5p150","title":"Principals’ Perception of Misconduct among Secondary School Teachers in Delta State: Implications for Counselling Practice","year":2018,"lang":"en","type":"article","venue":"International Journal of Higher Education","topic":"Youth Substance Use and School Attendance","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Truancy; Misconduct; Absenteeism; Perception; Psychology; Test (biology); Attendance; Medical education; Social psychology; Medicine; Political science; Criminology","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":[0.001173606,0.00007649757,0.0001278415,0.0002328866,0.0001066681,0.00007621392,0.0003883562,0.00006618438,0.0003194924],"category_scores_gemma":[0.0003324089,0.00007721229,0.00007260559,0.0001868969,0.0001610114,0.001282939,0.000007415847,0.0002056671,0.000008380936],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00039203,"about_ca_system_score_gemma":0.001128829,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007657359,"about_ca_topic_score_gemma":0.0007437815,"domain_scores_codex":[0.9986727,0.0001298493,0.0005500564,0.0001317322,0.000369987,0.0001456856],"domain_scores_gemma":[0.9964379,0.0001985388,0.0007404994,0.00009649928,0.002428674,0.0000978848],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007124622,0.001455248,0.6839212,0.00003687669,0.0003739488,0.000003412384,0.1537543,0.0002269543,0.01350308,0.02360065,0.03011645,0.09229539],"study_design_scores_gemma":[0.0007041336,0.0001072181,0.820704,0.0002193675,0.0000446368,0.000009623948,0.01526952,0.000009595283,0.0003045036,0.01470751,0.1477548,0.0001650581],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9846833,0.0004166056,0.001209772,0.007285262,0.001973016,0.0002058539,0.00001607614,0.000007575788,0.004202522],"genre_scores_gemma":[0.9905698,0.0003364209,0.005750489,0.0004455194,0.00142864,0.00001835647,0.00001201056,0.00001021423,0.001428547],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1384848,"threshold_uncertainty_score":0.3498217,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03524272936883572,"score_gpt":0.4045000841314702,"score_spread":0.3692573547626345,"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."}}