{"id":"W1524265878","doi":"10.15353/joci.v9i2.3170","title":"‘MYBus’: Young People's Mobile Health, Wellbeing and Digital Inclusion","year":2012,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Youth Education and Societal Dynamics","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Inclusion (mineral); Sociology; Laptop; Redress; Social capital; Digital media; Public relations; Internet privacy; Political science; Gender studies; Computer science; Social science; World Wide Web","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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00491742,0.00006204362,0.0001414629,0.0000475368,0.003018129,0.0001125328,0.0004182984,0.0000464469,0.00001218873],"category_scores_gemma":[0.0002547313,0.00004355577,0.00004609197,0.0001699921,0.0001864304,0.001303575,0.0003465565,0.0005730736,0.000006007051],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001179593,"about_ca_system_score_gemma":0.00018034,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005508294,"about_ca_topic_score_gemma":0.0003791687,"domain_scores_codex":[0.9985587,0.000440308,0.0004287435,0.000003790323,0.000359008,0.0002094493],"domain_scores_gemma":[0.9985361,0.0005066539,0.000489558,0.0001472531,0.0001380187,0.0001824277],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000003633279,0.00005555016,0.005656791,0.00001909661,0.00000833847,4.229272e-9,0.9861287,0.00002447319,6.645427e-7,0.001033223,0.0003955192,0.006673946],"study_design_scores_gemma":[0.0001237032,0.00008371458,0.009267056,0.00003166659,0.00001256464,0.00002656162,0.9743583,0.0001022139,8.991072e-7,0.0008007493,0.01513315,0.00005937978],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.988301,0.0002762678,0.000587342,0.001207751,0.0003774345,0.0001311557,0.000002645124,0.00001057171,0.00910581],"genre_scores_gemma":[0.9980311,0.001046172,0.0001651557,0.0005487594,0.0001043448,7.884772e-7,0.000002721364,0.000003921612,0.00009697332],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01473763,"threshold_uncertainty_score":0.9982798,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02316658942529505,"score_gpt":0.3296832090124721,"score_spread":0.306516619587177,"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."}}