{"id":"W3031495110","doi":"10.11575/prism/29707","title":"Social Networking Tools","year":2009,"lang":"en","type":"article","venue":"Open MIND","topic":"Web Data Mining and Analysis","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science; Business; Internet privacy; World Wide Web","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001769858,0.001226503,0.0007126243,0.003386685,0.00203285,0.005283399,0.001236702,0.00114456,0.2495351],"category_scores_gemma":[0.004814345,0.0006936791,0.0007671224,0.003321912,0.0004314698,0.005762044,0.003859319,0.001623038,0.1473382],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008871615,"about_ca_system_score_gemma":0.001834018,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01019589,"about_ca_topic_score_gemma":0.02682657,"domain_scores_codex":[0.9990488,0.0001296319,0.00006026364,0.0001171697,0.0005372405,0.0001069434],"domain_scores_gemma":[0.9979049,0.0005632565,0.00006393597,0.0003166716,0.0007023336,0.0004490224],"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":[0.00005543025,0.00006998004,0.0003488644,0.0001812188,0.00001375119,0.00008350567,0.0002433643,0.000122208,0.001195057,0.006020559,0.7908301,0.200836],"study_design_scores_gemma":[0.00001268746,0.00001414329,0.0006342176,0.0001147982,0.000007770911,0.0001030296,0.0001785871,0.0006060514,0.0005129146,0.003408766,0.9943874,0.00001949207],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.005712449,0.008610718,0.1108572,0.01089844,0.00656426,0.001069361,0.03439463,0.1157015,0.7061914],"genre_scores_gemma":[0.01432451,0.006031059,0.04353001,0.001648632,0.001405147,0.0005430995,0.02641245,0.009298244,0.8968069],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2495351,"threshold_uncertainty_score":0.8347781,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1042197296188783,"score_gpt":0.3443967040693066,"score_spread":0.2401769744504282,"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."}}