{"id":"W2266027133","doi":"","title":"EXPLORING CYBERFRIENDSHIP FORMATION AMONG MALAYSIAN YOUTH","year":2008,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Impact of Technology on Adolescents","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Loneliness; Friendship; Cyberspace; Alienation; Instant messaging; Psychology; Computer-mediated communication; Online participation; Social psychology; The Internet; Political science; Computer science; 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":[0.0009238754,0.000240908,0.0002831711,0.001142521,0.000992451,0.001498487,0.0002432157,0.0003513946,0.001426999],"category_scores_gemma":[0.002115152,0.0002644029,0.0003131265,0.0006374008,0.0003770938,0.00092133,0.0008923984,0.0005652145,0.0001496809],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004434437,"about_ca_system_score_gemma":0.0005133704,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004197794,"about_ca_topic_score_gemma":0.008954282,"domain_scores_codex":[0.9995735,0.0001528964,0.00004523392,0.00004032168,0.00007750483,0.0001105217],"domain_scores_gemma":[0.9984819,0.000300824,0.0006347783,0.00005089668,0.0001526926,0.0003789206],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000289572,0.0001058665,0.9713579,0.00003112392,0.00001199554,0.000217687,0.02091562,0.00001894413,0.0004082313,0.0001156971,0.00007626339,0.0067117],"study_design_scores_gemma":[0.000001734816,0.0001855551,0.9576586,0.000032255,0.00001618967,0.0004278335,0.04060573,0.0001092817,0.0002156119,0.00003644549,0.0007047909,0.000005855425],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997219,0.00005561085,0.00001463681,0.00001236541,0.000001158354,0.000003769486,0.00001451579,4.021847e-7,0.0001755634],"genre_scores_gemma":[0.999582,0.0001474274,0.00004174477,0.000007401188,0.000001786816,0.000006324526,0.00002995573,3.833713e-7,0.0001829222],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004197794,"threshold_uncertainty_score":0.008346736,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06910030997703558,"score_gpt":0.2752266917792743,"score_spread":0.2061263818022387,"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."}}