{"id":"W7097715684","doi":"","title":"Trust in the Social Web Applications in Recommender Systems and","year":2008,"lang":"en","type":"article","venue":"","topic":"Access Control and Trust","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Revenue; Recommender system; Quarter (Canadian coin); Social web; Page view; The Internet; E-commerce; Web page","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":[0.0003381749,0.00003337197,0.0000665359,0.00003290166,0.0004154957,0.00003725873,0.0001248019,0.00004264545,0.0000380249],"category_scores_gemma":[0.00001339011,0.00002194233,0.00001131123,0.0002188815,0.0001075512,0.00009187108,0.00001090667,0.00006891911,0.000006751585],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002236945,"about_ca_system_score_gemma":0.00004360424,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006569221,"about_ca_topic_score_gemma":0.01300486,"domain_scores_codex":[0.999494,0.0001181153,0.00009152008,0.00007768586,0.0001008676,0.0001177967],"domain_scores_gemma":[0.999806,0.0001053485,0.00001947308,0.00004251519,0.00001056295,0.00001603875],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.000004564971,0.0001000385,0.4186462,0.000005164966,0.000004830829,0.000002981614,0.04556633,0.000002649773,0.000003560378,0.5271738,0.00457025,0.003919669],"study_design_scores_gemma":[0.0009179891,0.000008978959,0.5173252,0.000004373807,0.000005639822,0.000002023681,0.1378415,0.0004301142,5.929912e-7,0.003157594,0.3401341,0.000171933],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4675864,0.0002502929,0.0001395815,0.01236427,0.00006319243,0.0005806857,0.000002927728,0.00003248193,0.5189802],"genre_scores_gemma":[0.9986665,0.00009661336,0.000009951525,0.0002399361,0.0001288339,0.0001018284,8.797314e-7,0.000001730037,0.0007537183],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5310801,"threshold_uncertainty_score":0.9930741,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0502594946387558,"score_gpt":0.3315791072371921,"score_spread":0.2813196125984364,"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."}}