{"id":"W2478405175","doi":"10.4018/978-1-4666-5776-2.ch003","title":"Understanding Media during Times of Terrorism","year":2014,"lang":"en","type":"book-chapter","venue":"Advances in human and social aspects of technology book series","topic":"Global Security and Public Health","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Terrorism; Democratization; Authoritarianism; Alternative media; Politics; Political science; Journalism; Democracy; Objectivity (philosophy); Political economy; Censorship; Sociology; Public relations; Media studies; Law; Epistemology","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.0003244156,0.0002049409,0.0006543974,0.0004031674,0.0005399461,0.00001352888,0.0003153682,0.0007785344,0.0002380352],"category_scores_gemma":[0.00008548312,0.0002276065,0.00007648134,0.0000861935,0.00358067,0.0003842993,0.0001203795,0.0004321779,0.000001450698],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002020752,"about_ca_system_score_gemma":0.0001305298,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001488156,"about_ca_topic_score_gemma":0.009066113,"domain_scores_codex":[0.9986126,0.00003976114,0.0004499639,0.0002757909,0.0002909351,0.0003308776],"domain_scores_gemma":[0.9992153,0.00008156024,0.0004512302,0.0001354743,0.00006932027,0.00004708714],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001282814,0.000008809948,0.0000862966,0.0001941079,0.00001740963,0.000006725667,0.007781779,1.644272e-7,0.00001013869,0.9910271,0.00004630927,0.0008083768],"study_design_scores_gemma":[0.0001728833,0.00007019096,0.00003484874,0.0001799569,0.00001208958,0.000001228956,0.006234867,5.508049e-8,0.00005699136,0.7530579,0.2400151,0.0001638295],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.002940577,0.008336381,0.000009982841,0.002785264,0.0002096726,0.0002344443,0.00002517902,0.0001150888,0.9853434],"genre_scores_gemma":[0.966175,0.01435214,0.00007273335,0.00004774837,0.0002169853,0.000005737384,0.000008779689,0.0000230141,0.01909791],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9662455,"threshold_uncertainty_score":0.999131,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02793878527575929,"score_gpt":0.2931170823023335,"score_spread":0.2651782970265743,"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."}}