{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006868799,0.0006776772,0.0006946209,0.003206476,0.003105257,0.01331487,0.001972439,0.00634589,0.03264678],"category_scores_gemma":[0.02976092,0.0005082912,0.0009893959,0.002112558,0.008291336,0.017422,0.01569389,0.005435041,0.00914053],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001913627,"about_ca_system_score_gemma":0.002736285,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009987397,"about_ca_topic_score_gemma":0.0009999393,"domain_scores_codex":[0.9899211,0.004480525,0.0005136379,0.001135694,0.00313035,0.00081866],"domain_scores_gemma":[0.9795878,0.008703813,0.002753978,0.005687387,0.001876592,0.001390439],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005609894,0.00009244954,0.001917654,0.0001943775,0.00006570657,0.0004643225,0.002066537,0.0005528662,0.001098384,0.860414,0.02580249,0.1072751],"study_design_scores_gemma":[0.00006984844,0.0001356103,0.001160785,0.0007072451,0.00004988939,0.001133364,0.001039419,0.001731831,0.001457135,0.626832,0.3656308,0.00005209679],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02949513,0.0131114,0.1003952,0.1520387,0.001222153,0.0002290279,0.0003622654,0.0008744326,0.7022717],"genre_scores_gemma":[0.8325939,0.007619154,0.02858008,0.02191694,0.002571079,0.0006236118,0.0002947077,0.0002694493,0.1055312],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03264678,"threshold_uncertainty_score":0.1092144,"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."}}