{"id":"W2328620744","doi":"10.1086/ahr.116.5.1393","title":"AHR<i>Conversation: Historical Perspectives on the Circulation of Information</i>","year":2011,"lang":"en","type":"article","venue":"The American Historical Review","topic":"Intelligence, Security, War Strategy","field":"Social Sciences","cited_by":58,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Conversation; Circulation (fluid dynamics); Sociology; Communication; Engineering; Aerospace engineering","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":[0.001395867,0.0001219197,0.0003257508,0.00005334596,0.0003567726,0.00001200841,0.0006023002,0.00003262606,0.0006583026],"category_scores_gemma":[0.001295178,0.00007401632,0.000184173,0.0008427341,0.0005588377,0.0002071711,0.00003095854,0.0002274661,0.000384389],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002482233,"about_ca_system_score_gemma":0.0001961847,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01714868,"about_ca_topic_score_gemma":0.00004799001,"domain_scores_codex":[0.9979446,0.0006276869,0.0004371118,0.0001506324,0.000628616,0.0002113488],"domain_scores_gemma":[0.9982154,0.0004367187,0.0005849136,0.0004254192,0.0002585922,0.00007896778],"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":[0.00004002739,0.0001426211,0.0004281246,0.000113639,0.00003741017,0.00000111482,0.1130192,0.000001971468,0.000004657927,0.7815788,0.07171916,0.03291325],"study_design_scores_gemma":[0.00003351923,0.0001238574,0.001333769,0.000117817,0.00006971346,0.00000145689,0.009527636,0.00001006652,0.000006919181,0.003397717,0.9852244,0.0001531204],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.007084908,0.1464777,0.005955361,0.09751857,0.002434803,0.003653169,0.00001115749,0.0003318795,0.7365324],"genre_scores_gemma":[0.9452147,0.05132143,0.0001731116,0.002620549,0.0002080197,0.000055776,0.000001306356,0.000009648789,0.0003954796],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9381298,"threshold_uncertainty_score":0.9893962,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06240846023880985,"score_gpt":0.3017164002567779,"score_spread":0.239307940017968,"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."}}