{"id":"W3201968307","doi":"10.2196/32382","title":"Usability of a Technology-Based Bystander Bullying Intervention for Middle School Students in Rural, Low-Income Communities: Mixed Methods Study","year":2021,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Bullying, Victimization, and Aggression","field":"Psychology","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute on Minority Health and Health Disparities; National Institutes of Health","keywords":"Usability; Psychology; Applied psychology; Medical education; System usability scale; Medicine; Web usability; Computer science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02233766,0.001053819,0.001622748,0.001517169,0.002392466,0.002351869,0.001584952,0.00144943,0.002366429],"category_scores_gemma":[0.03095973,0.0008808454,0.001905281,0.0009453677,0.001012955,0.001859089,0.001749836,0.00109677,0.0003301896],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002103302,"about_ca_system_score_gemma":0.00471266,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003732662,"about_ca_topic_score_gemma":0.007900625,"domain_scores_codex":[0.9868364,0.008123182,0.001274511,0.001051561,0.001765789,0.0009485832],"domain_scores_gemma":[0.9825724,0.0102091,0.001398446,0.001112761,0.00378529,0.0009219754],"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":[0.01084239,0.1139431,0.1464809,0.02059162,0.002686219,0.001996449,0.2129672,0.001212358,0.01314148,0.0007094904,0.004066702,0.4713621],"study_design_scores_gemma":[0.009082901,0.3331712,0.4262118,0.00691712,0.003699229,0.001144378,0.1844394,0.00381969,0.01017235,0.001216514,0.0196379,0.0004876414],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9868855,0.0003029087,0.001498784,0.0001585288,0.00003016025,0.009982562,0.0001693053,0.00005162653,0.0009205791],"genre_scores_gemma":[0.9505266,0.001218333,0.01584039,0.0005553656,0.00006651216,0.03036371,0.0002444062,0.00004912477,0.001135556],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02233766,"threshold_uncertainty_score":0.1181343,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09857755416521281,"score_gpt":0.5053651189731043,"score_spread":0.4067875648078915,"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."}}