{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007570568,0.00005444104,0.00006049925,0.00004261098,0.0009403941,0.00007375477,0.0002881937,0.00007404303,0.000005083017],"category_scores_gemma":[0.000130317,0.0000454937,0.00002465456,0.0002629308,0.0003629317,0.001838285,0.00008148062,0.0002277023,0.0000123228],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002924199,"about_ca_system_score_gemma":0.00005252201,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001292034,"about_ca_topic_score_gemma":0.0003677285,"domain_scores_codex":[0.9992961,0.0001409674,0.0001266721,0.00004345628,0.0002739058,0.0001188868],"domain_scores_gemma":[0.9995391,0.00009353846,0.0001148021,0.0001686901,0.00005964508,0.00002419147],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.000127948,0.0002082203,0.4371147,0.00001328947,0.00004479854,0.000001378994,0.4896947,0.00009882531,0.00005969614,0.05185214,0.01072096,0.01006334],"study_design_scores_gemma":[0.001475067,0.00004520871,0.7650443,0.0001170146,0.00001042499,0.00000299761,0.1937774,0.0004533839,0.0001616552,0.0003799351,0.03834104,0.0001915933],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9921764,0.000008959373,0.0002920301,0.002134654,0.00002281286,0.0002260383,0.000002906295,0.00007739149,0.005058777],"genre_scores_gemma":[0.9980041,0.0008378741,0.0001922522,0.0007286232,0.000002945273,0.000001088078,0.000006644604,0.000001729546,0.0002247004],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3279296,"threshold_uncertainty_score":0.7232847,"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."}}