{"id":"W4407864915","doi":"10.21810/jicw.v7i3.6863","title":"COMMUNICATING CRITICAL CITYWIDE INFORMATION IN AN ERA OF MIS AND DISINFORMATION","year":2025,"lang":"en","type":"article","venue":"The Journal of Intelligence Conflict and Warfare","topic":"Misinformation and Its Impacts","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Disinformation; Internet privacy; Business; Computer science; World Wide Web; Social media","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.008607829,0.0006639943,0.0003700197,0.001504673,0.01023543,0.0115678,0.0006706738,0.005259478,0.01519949],"category_scores_gemma":[0.01935406,0.0004779409,0.0002667407,0.001046429,0.005943855,0.006544094,0.006224262,0.00863445,0.001901012],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006169708,"about_ca_system_score_gemma":0.005838358,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007065665,"about_ca_topic_score_gemma":0.021366,"domain_scores_codex":[0.9939183,0.003603453,0.0002031491,0.000200446,0.001284384,0.0007902513],"domain_scores_gemma":[0.9830064,0.007873576,0.001208426,0.0003458661,0.003890096,0.003675604],"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":[0.0002099836,0.00009702188,0.003135562,0.0004947655,0.00004108232,0.002064442,0.07391822,0.0002528324,0.001555228,0.03014696,0.7722567,0.1158271],"study_design_scores_gemma":[0.0000208706,0.0001187688,0.003458645,0.0006597349,0.00001453172,0.0005848886,0.06612019,0.0001850065,0.0007970561,0.008883798,0.9190949,0.00006158787],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.03104598,0.0157026,0.002108545,0.8452982,0.02146845,0.00009757978,0.00009258531,0.0001346191,0.08405139],"genre_scores_gemma":[0.6428377,0.03360087,0.005289835,0.1827766,0.02274537,0.0001975825,0.0001971884,0.000219562,0.1121352],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01519949,"threshold_uncertainty_score":0.05084735,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04593603290548916,"score_gpt":0.3859618723063982,"score_spread":0.3400258394009091,"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."}}