{"id":"W7127207311","doi":"","title":"Teaching Information Literacy in the Emerging and Dynamic Fields of Preparedness and Security","year":2025,"lang":"","type":"article","venue":"Scholars Archive - University at Albany (University at Albany, State University of New York)","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Preparedness; Civil defense; Emergency management; Natural disaster; Information security; Informatics; Crisis management; National security; Risk management","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"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":[0.002952269,0.0003520626,0.0003374559,0.002150461,0.002411885,0.006296403,0.0006326308,0.001454857,0.02383823],"category_scores_gemma":[0.007241369,0.0002258485,0.0002868697,0.001523564,0.003475323,0.004635439,0.003485572,0.003161949,0.004324978],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0030266,"about_ca_system_score_gemma":0.0103082,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002504861,"about_ca_topic_score_gemma":0.007247834,"domain_scores_codex":[0.9986016,0.0004465521,0.0000765793,0.0001249163,0.0004352101,0.0003151045],"domain_scores_gemma":[0.9913635,0.004351742,0.0006670965,0.0002677932,0.0006334305,0.002716364],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000503202,0.001657444,0.02711994,0.001319905,0.00001606365,0.0006921787,0.0449885,0.0004547307,0.002229373,0.08392751,0.2263125,0.6112314],"study_design_scores_gemma":[0.00003140045,0.0003888889,0.04824435,0.004925082,0.00002285706,0.001714532,0.05139039,0.0008886424,0.002037829,0.1555401,0.7347603,0.00005553168],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.1279038,0.0327158,0.01631448,0.160434,0.00350522,0.000332149,0.0002501067,0.0004108426,0.6581336],"genre_scores_gemma":[0.7207358,0.06494809,0.02395282,0.0370316,0.003973543,0.0004407725,0.0004536773,0.0002337073,0.1482298],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.02383823,"threshold_uncertainty_score":0.07974678,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006420264034638456,"score_gpt":0.2264564682175925,"score_spread":0.220036204182954,"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."}}