{"id":"W590092582","doi":"","title":"Physical aggression among high school students in New Zealand","year":2006,"lang":"en","type":"dissertation","venue":"Otago University Research Archive (University of Otago)","topic":"School Health and Nursing Education","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Aggression; Context (archaeology); Government (linguistics); Psychology; Quarter (Canadian coin); Focus group; Geography; Social psychology; Sociology","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","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.001173328,0.0003659372,0.0007703577,0.002340524,0.001746817,0.0000201764,0.0015043,0.0006404024,0.0007811966],"category_scores_gemma":[0.0002877399,0.0004701302,0.000211401,0.001415571,0.0003573631,0.000470816,0.000401457,0.004009056,0.0005002514],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001498113,"about_ca_system_score_gemma":0.004737739,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1771066,"about_ca_topic_score_gemma":0.1644662,"domain_scores_codex":[0.9934931,0.002332274,0.0003418161,0.0009083436,0.001617537,0.00130696],"domain_scores_gemma":[0.9960969,0.001052574,0.0005893995,0.0006714727,0.0005848503,0.001004812],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004768305,0.0009394343,0.6015274,0.0008437358,0.00008613145,0.0002160611,0.02301145,0.00001209748,0.0007257975,0.0003657644,0.361767,0.00573686],"study_design_scores_gemma":[0.003611129,0.000286911,0.9200851,0.004030944,0.00006808292,4.721742e-7,0.04227929,0.00007228265,0.00001792676,0.002227952,0.02695633,0.0003635481],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9825466,0.00007912105,0.00003575759,0.0006232503,0.0007378185,0.001568861,0.0001708996,0.00007196116,0.01416572],"genre_scores_gemma":[0.5564209,0.001031837,0.0009746037,0.00002775854,0.0007190441,0.00000163248,0.003880941,0.00007666971,0.4368667],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4261258,"threshold_uncertainty_score":0.9997751,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0433092303901408,"score_gpt":0.4234096318899565,"score_spread":0.3801004014998157,"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."}}