{"id":"W2030001880","doi":"10.1177/0265407512448263","title":"Instant messaging social networks","year":2012,"lang":"en","type":"article","venue":"Journal of Social and Personal Relationships","topic":"Impact of Technology on Adolescents","field":"Social Sciences","cited_by":47,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Instant messaging; Closeness; Interpersonal communication; Psychology; Social psychology; Individualism; Clan; Social network (sociolinguistics); Association (psychology); Interpersonal relationship; Interpersonal ties; Sociometry; Social media; Sociology; Computer science; World Wide Web","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001975138,0.00007896801,0.0001648293,0.00009462375,0.002382979,0.00006064233,0.0001077418,0.0002499168,0.0003160444],"category_scores_gemma":[0.0003078716,0.00007376504,0.0001046831,0.0002213708,0.0003580177,0.0005074196,0.00002348139,0.0007476325,0.000003554616],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001409156,"about_ca_system_score_gemma":0.0001108481,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003400545,"about_ca_topic_score_gemma":0.00003617926,"domain_scores_codex":[0.998702,0.0002828189,0.0002427367,0.00005208642,0.0003913186,0.0003290288],"domain_scores_gemma":[0.9992964,0.0001297693,0.0003007987,0.00001787362,0.0001092229,0.0001459647],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009286928,0.0001677946,0.6972796,0.00001135031,0.0001130493,0.000007383979,0.09949187,0.000001135668,0.00004710861,0.1859074,0.007842303,0.009038122],"study_design_scores_gemma":[0.0005515725,0.00002540207,0.8836353,0.00002643853,0.00007628917,0.0000256785,0.04553534,0.00001318923,0.000003659658,0.00252833,0.067415,0.0001637953],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9443224,0.00119925,0.0004676098,0.01499821,0.0004251861,0.00008112768,0.000003679671,0.00003553603,0.03846701],"genre_scores_gemma":[0.9979969,0.00008438204,0.0001002798,0.0001748591,0.001073621,5.484652e-7,6.487754e-7,0.000007733464,0.0005610614],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1863557,"threshold_uncertainty_score":0.9989158,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07746828624789973,"score_gpt":0.3408234131324794,"score_spread":0.2633551268845797,"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."}}