{"id":"W4239965151","doi":"10.37119/ojs2009.v15i2.29","title":"Editorial","year":2009,"lang":"en","type":"editorial","venue":"in education","topic":"Impact of Technology on Adolescents","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Regina","funders":"","keywords":"Social media; Media studies; Sociology; Engineering ethics; Library science; Political science; Computer science; World Wide Web; Engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0006914612,0.0001258102,0.0001686126,0.0002312825,0.0001587679,0.00009305184,0.0004979971,0.001924911,0.00004693782],"category_scores_gemma":[0.004946809,0.0001508231,0.00004116137,0.0002844686,0.0001228142,0.0001524068,0.00001832271,0.0009170111,0.0001482951],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001064504,"about_ca_system_score_gemma":0.00511576,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005868367,"about_ca_topic_score_gemma":0.002639285,"domain_scores_codex":[0.9982864,0.0001320751,0.0001989882,0.0002354142,0.0008392398,0.000307918],"domain_scores_gemma":[0.9991826,0.0001443433,0.0001539409,0.0002299761,0.0002227037,0.00006639031],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000066635,0.0001810179,0.00008361976,0.000005304211,0.000001592505,1.962164e-7,0.0007992656,7.54876e-8,9.050337e-7,0.0001335667,0.9740051,0.02478271],"study_design_scores_gemma":[0.000126387,0.00001711272,0.0001550191,0.0001085646,0.000006123308,2.343502e-8,0.0005970573,4.507169e-8,0.000001940894,0.004380227,0.994469,0.0001384872],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.000111482,0.0001709226,5.7653e-7,0.001123784,0.9761022,0.0002240182,0.000005447896,0.0001162115,0.02214536],"genre_scores_gemma":[0.0003900567,0.0003519134,0.00007790607,0.00004692373,0.9932626,0.00001995087,0.00008157847,0.00001382957,0.005755259],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.02464422,"threshold_uncertainty_score":0.9993708,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007568429006305933,"score_gpt":0.3540755565546192,"score_spread":0.3465071275483133,"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."}}