{"id":"W4233980394","doi":"10.22215/etd/2008-07496","title":"Introducing War: visual analysis of online media discourse on forces and weapons of the Iraq conflict","year":2008,"lang":"en","type":"dissertation","venue":"","topic":"Media Studies and Communication","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University; Canadian Heritage; University of Ottawa; Library and Archives Canada","funders":"","keywords":"Political science; Print media; Visual media; Humanities; Media studies; Sociology; Art; Visual arts; Law; Newspaper","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001141289,0.000377014,0.0001272673,0.003412054,0.001832527,0.005199027,0.0004017845,0.0008432138,0.009753018],"category_scores_gemma":[0.006217293,0.0001680825,0.0001819598,0.003077659,0.002197636,0.004261499,0.001916952,0.0008031846,0.0009667994],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001261236,"about_ca_system_score_gemma":0.0006935318,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006904139,"about_ca_topic_score_gemma":0.01662004,"domain_scores_codex":[0.9995041,0.000286533,0.0000198526,0.00005301091,0.0000865218,0.00004996321],"domain_scores_gemma":[0.9942813,0.004715198,0.00040079,0.0001538015,0.0002802725,0.0001687044],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0004346838,0.00007392432,0.009970657,0.0005844006,0.0000245677,0.0009146322,0.8490895,0.0003039207,0.009093558,0.0184598,0.02470761,0.0863428],"study_design_scores_gemma":[0.0000340671,0.00005972261,0.04139039,0.0007560079,0.00004082263,0.0004556354,0.7227141,0.00214471,0.003019959,0.007583575,0.2217456,0.00005552751],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8601511,0.001473058,0.008673653,0.005166744,0.0003006233,0.0001831822,0.003661206,0.0005654239,0.1198251],"genre_scores_gemma":[0.9767467,0.0008089867,0.00647136,0.0002882581,0.000180769,0.0001158966,0.001061241,0.0002926943,0.01403412],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009753018,"threshold_uncertainty_score":0.03262711,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0284246727381845,"score_gpt":0.3757278308203147,"score_spread":0.3473031580821302,"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."}}