{"id":"W1574827155","doi":"10.15353/joci.v2i1.2102","title":"Community Security By Widely Available Information Technology","year":2005,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Privacy, Security, and Data Protection","field":"Social Sciences","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer security; Internet privacy; Altruism (biology); Scheme (mathematics); Information technology; Software; Business; Public relations; Computer science; Political science; Psychology; Law; Social psychology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.01091035,0.0001233288,0.0002248693,0.0002375605,0.003417144,0.0001772072,0.002721463,0.000196606,0.0001148056],"category_scores_gemma":[0.002302559,0.00009500333,0.00006402835,0.0005374054,0.0005539428,0.004645425,0.0006532121,0.003045272,0.0002101294],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002423489,"about_ca_system_score_gemma":0.0002553257,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003502553,"about_ca_topic_score_gemma":0.001701344,"domain_scores_codex":[0.9963997,0.001859696,0.0009168096,0.000006417742,0.000536294,0.0002810897],"domain_scores_gemma":[0.9969576,0.0004930795,0.001061226,0.0008022324,0.000579868,0.0001059815],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008170116,0.0002762983,0.0001984484,0.00007237157,0.00005591288,4.867224e-8,0.6936713,0.00006769605,0.00003992224,0.003262137,0.2786421,0.02363202],"study_design_scores_gemma":[0.0004485072,0.00018308,0.00004108784,0.00004201613,0.00003395007,0.00003653163,0.3459233,0.0001983735,0.0005580119,0.01775475,0.6346639,0.0001164507],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9419688,0.0002497641,0.005570624,0.01286718,0.0002440434,0.000302824,0.00004487457,0.0001047811,0.03864709],"genre_scores_gemma":[0.9966347,0.001042209,0.0007251609,0.001429294,0.00008424446,0.00000199505,0.00002123933,0.000004730516,0.00005649318],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3560218,"threshold_uncertainty_score":0.9992548,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03107485869422972,"score_gpt":0.2956868043872552,"score_spread":0.2646119456930255,"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."}}