{"id":"W4309713299","doi":"10.1177/14614448221136508","title":"The social-ecological model of cyberbullying: Digital media as a predominant ecology in the everyday lives of youth","year":2022,"lang":"en","type":"article","venue":"New Media & Society","topic":"Bullying, Victimization, and Aggression","field":"Psychology","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Social ecological model; Ecological systems theory; Ecology; Everyday life; Social media; Ecological psychology; Sociology; Social ecology; Context (archaeology); Media ecology; Psychology; Computer science; Social psychology; Media studies; Political science; Geography; Biology; World Wide Web","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009205602,0.0001649699,0.0003291728,0.00002981902,0.0004708593,0.00002044456,0.0006565247,0.0001805967,0.0006054146],"category_scores_gemma":[0.0003497917,0.0000997899,0.0002818871,0.0003222861,0.0004145878,0.00006216691,0.000239399,0.0004902167,0.000008184913],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007103364,"about_ca_system_score_gemma":0.0003045889,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001008627,"about_ca_topic_score_gemma":0.0001094826,"domain_scores_codex":[0.9979681,0.0003997886,0.0004966776,0.0002965387,0.0004661708,0.0003726628],"domain_scores_gemma":[0.9975391,0.001645122,0.0004083168,0.0002855725,0.00006394541,0.00005791468],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002263942,0.0008070265,0.01003313,0.00001136856,0.0001067919,0.000007001536,0.9449641,0.000831478,0.0001843305,0.00280078,0.03655105,0.00347656],"study_design_scores_gemma":[0.005614347,0.0006872126,0.09901381,0.00004413167,0.0002212942,0.0000359672,0.8712153,0.00687266,0.0001103673,0.01174941,0.003899934,0.0005356084],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9937828,0.0005548895,0.00009016118,0.001622693,0.0007502359,0.0004189169,0.0001257679,0.00002795199,0.002626598],"genre_scores_gemma":[0.9982996,0.0002274555,0.0001446364,0.0004831523,0.0001801627,0.00009113272,0.00006293412,0.00001898661,0.0004919312],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08898067,"threshold_uncertainty_score":0.6628866,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03555281101393998,"score_gpt":0.2881723035900148,"score_spread":0.2526194925760748,"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."}}