{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002440807,0.0000531124,0.00009775013,0.00002558556,0.0001529466,0.00101428,0.001258493,0.00002505239,0.0001002363],"category_scores_gemma":[0.000009101061,0.00004889767,0.00003406611,0.0002605612,0.000008447655,0.0006469813,0.0002428742,0.00005402706,0.0003076031],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009077934,"about_ca_system_score_gemma":0.000029349,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006390123,"about_ca_topic_score_gemma":0.000004160312,"domain_scores_codex":[0.9994041,0.00002527015,0.00009661548,0.0002216608,0.0001002925,0.0001520134],"domain_scores_gemma":[0.9996474,0.00001995392,0.00004181104,0.0002432405,0.00001410208,0.00003347508],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[6.893407e-7,0.00001182406,0.00004117858,7.682378e-8,0.000004778944,0.000007415005,0.0002878686,0.000007256945,0.00008334064,0.0005888365,0.003619712,0.995347],"study_design_scores_gemma":[0.0003811267,0.00008256184,0.005232935,0.00002555682,0.00002436861,0.000009925015,0.00007778781,0.02562957,0.001099958,0.001754533,0.9653164,0.000365312],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1254933,0.0001620973,0.2224408,0.01719549,0.0005341041,0.0002968273,0.00001201724,0.00002952118,0.6338359],"genre_scores_gemma":[0.9375903,0.000001805802,0.06004829,0.0003265356,0.000288247,9.33039e-7,0.000009661406,0.000001831479,0.001732375],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9949817,"threshold_uncertainty_score":0.9780723,"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."}}