{"id":"W2057837768","doi":"10.1016/j.future.2012.04.005","title":"WITHDRAWN: User attractor: An operator for the evaluation of social influence","year":2012,"lang":"en","type":"article","venue":"Future Generation Computer Systems","topic":"Mental Health Research Topics","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Francis Xavier University","funders":"","keywords":"Computer science; Operator (biology); Attractor; Human–computer interaction; Mathematics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002412337,0.0001080776,0.0001507278,0.00004696933,0.000307097,0.00007313648,0.0002046427,0.0001325066,0.0001163938],"category_scores_gemma":[0.00001138639,0.00007613785,0.00004030015,0.0001054953,0.00003135672,0.000288196,0.00002420161,0.0001136521,0.00003202648],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001035679,"about_ca_system_score_gemma":0.00009960023,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007963285,"about_ca_topic_score_gemma":0.000046413,"domain_scores_codex":[0.9978329,0.0007974652,0.0003533086,0.0001878977,0.0005499109,0.0002785353],"domain_scores_gemma":[0.9987897,0.00007349678,0.0001597504,0.0003223031,0.0005606511,0.00009405197],"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":[0.0001566615,0.0006820854,0.01345758,0.0003803705,0.0002991615,5.216197e-7,0.04172098,0.005149024,0.004563388,0.1096663,0.7501012,0.07382269],"study_design_scores_gemma":[0.00185248,0.0004208133,0.1439958,0.00001970056,0.00007840055,0.00001957507,0.001575382,0.09128935,0.0005795219,0.000002617207,0.7599043,0.0002621159],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8536955,0.003113999,0.05846483,0.0008575853,0.08025335,0.003297872,0.00005757599,0.00004251946,0.0002168318],"genre_scores_gemma":[0.8805807,0.000002190689,0.000933179,0.0003205697,0.1171955,0.0005880214,0.00008805213,0.0000180157,0.0002738017],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1305382,"threshold_uncertainty_score":0.3104811,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2018802222526071,"score_gpt":0.4666652759106045,"score_spread":0.2647850536579974,"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."}}