{"id":"W4200231396","doi":"10.5204/thesis.eprints.213019","title":"How do schools view legal solutions in the prevention and intervention of cyberbullying?","year":2021,"lang":"en","type":"dissertation","venue":"Queensland University of Technology","topic":"Bullying, Victimization, and Aggression","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of New South Wales; Australian Government; Ontario Water Consortium; UNICEF","keywords":"Warrant; Thematic analysis; Focus group; Intervention (counseling); Public relations; Political science; Qualitative research; Psychology; Sociology; Business; Social science","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[0.0002414576,0.0001433753,0.0003358365,0.0004274262,0.0001298864,0.00001789708,0.000272279,0.0005928006,0.0001528977],"category_scores_gemma":[0.0000500347,0.0001368529,0.0001243201,0.0004566209,0.0001090118,0.00009708053,0.0000535633,0.0004327235,0.000002148703],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000255531,"about_ca_system_score_gemma":0.0000568379,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006472968,"about_ca_topic_score_gemma":0.003326328,"domain_scores_codex":[0.9990079,0.0001979435,0.0002163039,0.0002930041,0.0001226353,0.0001622284],"domain_scores_gemma":[0.9990139,0.00003272965,0.0004737707,0.0003064522,0.0001560156,0.00001713142],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.001475663,0.003564729,0.09958383,0.003449589,0.001472569,0.000488208,0.02478969,0.00003433324,0.002672708,0.3664607,0.02027017,0.4757378],"study_design_scores_gemma":[0.01087746,0.001954122,0.2091144,0.01495283,0.001710875,0.0003119516,0.5715485,0.0002014579,0.0009734964,0.02063919,0.1661874,0.001528356],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9789689,0.009799239,0.001606282,0.002068997,0.0004793479,0.0005536638,0.00003610189,0.0000597331,0.00642771],"genre_scores_gemma":[0.9852526,0.001513571,0.0005336624,0.000006458945,0.00001866134,0.000003304983,0.000379583,0.00001256807,0.01227961],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5467588,"threshold_uncertainty_score":0.55807,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01212164726076669,"score_gpt":0.2636901740092572,"score_spread":0.2515685267484905,"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."}}