{"id":"W4401268635","doi":"10.5040/9798400622304","title":"Bullying","year":2007,"lang":"en","type":"book","venue":"Praeger eBooks","topic":"Bullying, Victimization, and Aggression","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004074357,0.0004432975,0.0004293066,0.0003353567,0.0002188779,0.00005698042,0.0003624342,0.0009446444,0.00556669],"category_scores_gemma":[0.00002003622,0.0004233614,0.000195192,0.00003528098,0.0001396115,0.00003028975,0.0001060566,0.0007955954,0.002926541],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001222456,"about_ca_system_score_gemma":0.0002090906,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002572761,"about_ca_topic_score_gemma":0.00001438036,"domain_scores_codex":[0.997833,0.00007996478,0.0005126843,0.0006644842,0.0003670563,0.0005428627],"domain_scores_gemma":[0.9983724,0.0001556141,0.0004629579,0.0007211065,0.0001230611,0.0001648831],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001109273,0.00006351545,0.0002229029,0.0001210078,0.0002551718,0.0002973726,0.002996694,0.000002300256,0.00005020441,0.0621798,0.8606747,0.07302542],"study_design_scores_gemma":[0.000461912,0.00004707113,0.0001008642,0.0003861334,0.00009595005,0.0000582804,0.00004890431,0.000004062688,0.00004390016,0.004935751,0.9933239,0.0004932405],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00005604903,0.001369358,0.001809758,0.00005056183,0.002973094,0.0004518583,0.00001846423,0.0003391543,0.9929317],"genre_scores_gemma":[0.0004606675,0.00001868525,0.0004803023,0.001434834,0.001692379,0.00004960769,0.000118283,0.0001796089,0.9955657],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1326493,"threshold_uncertainty_score":0.9998218,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03104755185147369,"score_gpt":0.3069651714709462,"score_spread":0.2759176196194725,"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."}}