{"id":"W2004426300","doi":"10.1080/01972240701883955","title":"Instant Messaging on Campus: Use and Integration in University Students' Everyday Communication","year":2008,"lang":"en","type":"article","venue":"The Information Society","topic":"Impact of Technology on Adolescents","field":"Social Sciences","cited_by":90,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Instant messaging; Computer science; Multimedia; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001691095,0.0002479455,0.0003638649,0.001797134,0.001291587,0.004977499,0.0004693956,0.0009353604,0.002509486],"category_scores_gemma":[0.008277448,0.0002170141,0.0003026942,0.001308335,0.001247235,0.002836152,0.002479203,0.0008464435,0.000388856],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005520128,"about_ca_system_score_gemma":0.0004869565,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006282012,"about_ca_topic_score_gemma":0.0009400648,"domain_scores_codex":[0.9980084,0.0009373994,0.0002175344,0.0001814419,0.0004961262,0.0001591438],"domain_scores_gemma":[0.9928938,0.004310507,0.001546045,0.0002549576,0.0004057193,0.0005890248],"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":[0.0002040147,0.0003773247,0.2512265,0.001220079,0.0001312651,0.001264839,0.2853412,0.0002137536,0.005547986,0.006382049,0.001360307,0.4467306],"study_design_scores_gemma":[0.00002757279,0.001064545,0.4777173,0.001665052,0.0002818358,0.006485625,0.434466,0.0008428757,0.003976678,0.004160865,0.06912518,0.0001864936],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9748089,0.007023779,0.001333382,0.0009765393,0.00007158401,0.0000275412,0.00004291501,0.00004612084,0.01566916],"genre_scores_gemma":[0.9952247,0.002909268,0.0008301293,0.00009035165,0.00005154232,0.00001792581,0.00002476998,0.00001023492,0.0008410183],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004977499,"threshold_uncertainty_score":0.008943439,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02512774266208597,"score_gpt":0.2865936589804757,"score_spread":0.2614659163183897,"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."}}