{"id":"W2105499097","doi":"","title":"Approaches to Transparency in Arms Control and Verification - A Canadian View of Chinese Perspectives","year":2001,"lang":"en","type":"article","venue":"Journal of military and strategic studies","topic":"Cybersecurity and Cyber Warfare Studies","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"","keywords":"Transparency (behavior); Secrecy; China; Democracy; Authoritarianism; Disadvantage; Political science; Law and economics; Politics; Political economy; State (computer science); Surrender; Law; Computer security; Economics; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006814583,0.00008943606,0.0003381899,0.0001331791,0.0002057678,0.000005350128,0.00006787256,0.00003484347,0.000006535724],"category_scores_gemma":[0.0001177668,0.00006756577,0.00004319836,0.0002248154,0.0003329244,0.0001398403,0.000005778448,0.0001043517,1.703318e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005145844,"about_ca_system_score_gemma":0.000117268,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02774994,"about_ca_topic_score_gemma":0.5111782,"domain_scores_codex":[0.999184,0.0001277518,0.0002845741,0.0001091744,0.0001395154,0.0001550562],"domain_scores_gemma":[0.9995624,0.0001155591,0.00005972178,0.00004172354,0.0001079164,0.0001126615],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000178912,0.0001082933,0.1108009,0.00007584167,0.0002654192,0.00003818737,0.8673636,0.00002493481,0.00001986951,0.01789377,0.00003368171,0.003196505],"study_design_scores_gemma":[0.000506377,0.0002156818,0.2517052,0.00008748554,0.00003480847,0.00001009831,0.7225374,0.000007332748,4.713069e-7,0.02436634,0.0004373729,0.00009143344],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8372536,0.1525957,0.000002960217,0.00687645,0.00005272235,0.0001183439,0.000006842093,0.000001873926,0.003091553],"genre_scores_gemma":[0.9347917,0.06501851,0.00006508253,0.00003517499,0.00006888869,0.000003924149,1.474745e-7,0.000001897087,0.00001465868],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4834283,"threshold_uncertainty_score":0.9787244,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08774543044798597,"score_gpt":0.3082662136535929,"score_spread":0.2205207832056069,"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."}}