{"id":"W2148104430","doi":"10.5539/ass.v9n5p203","title":"A Documentary Analysis of the Government’s Circulars on Positive Behavior Enhancement Strategies","year":2013,"lang":"en","type":"article","venue":"Asian Social Science","topic":"Bullying, Victimization, and Aggression","field":"Psychology","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Universiti Kebangsaan Malaysia","keywords":"Punitive damages; Obedience; Social capital; Government (linguistics); Social psychology; Psychology; Reinforcement; Behavior management; Political science; Developmental psychology; Law","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001612419,0.00007523628,0.0001095436,0.00004802585,0.000425627,0.00006482373,0.0003178134,0.00003796378,0.002481577],"category_scores_gemma":[0.000007011281,0.00005320426,0.00009192407,0.0009544851,0.0004156925,0.0001681447,0.00005336007,0.0000666968,0.00003009679],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001352864,"about_ca_system_score_gemma":0.00005060051,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004855083,"about_ca_topic_score_gemma":0.00004405691,"domain_scores_codex":[0.9987622,0.00007054471,0.0001442933,0.0002356393,0.0005865653,0.0002007461],"domain_scores_gemma":[0.999548,0.00001416107,0.0001661797,0.000177412,0.00005528396,0.00003892246],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0000847851,0.002727973,0.2271244,0.0000148069,0.001333669,0.00001539989,0.1419457,0.00004267565,0.1349272,0.127782,0.01003572,0.3539656],"study_design_scores_gemma":[0.0001134479,0.00004416582,0.9859331,0.00001049011,0.0001757659,2.681964e-7,0.01151437,0.00001059814,0.001837955,0.0002138922,0.00007393988,0.00007205638],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7752037,0.00001172235,0.000243398,0.0006724524,0.000332193,0.0002941125,0.00001528538,0.000009931644,0.2232172],"genre_scores_gemma":[0.999028,0.000001995273,0.00003514816,0.0002955291,0.00003064495,0.00004455858,0.00000285947,0.000003415129,0.0005578556],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7588086,"threshold_uncertainty_score":0.9984303,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01068798809465146,"score_gpt":0.3029608201547836,"score_spread":0.2922728320601322,"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."}}