{"id":"W2903217985","doi":"10.22215/etd/2017-11963","title":"Contemporary Canadian Military/Media Relations: Embedded Reporting During the Afghanistan War","year":2017,"lang":"en","type":"dissertation","venue":"","topic":"Media Studies and Communication","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University; Canadian Armed Forces","funders":"Mount Royal University","keywords":"Political science; Media coverage; Spanish Civil War; Military operations other than war; Government (linguistics); Media studies; Law; Public administration; Sociology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.001628405,0.0001750035,0.0002739657,0.00009224127,0.006484967,0.00008149423,0.0008129451,0.000275599,0.0004826767],"category_scores_gemma":[0.005485762,0.0001376474,0.0001332981,0.0001180968,0.0001816018,0.0001974301,0.00002904163,0.0004342138,0.00006483525],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003479418,"about_ca_system_score_gemma":0.002165788,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7501132,"about_ca_topic_score_gemma":0.9879295,"domain_scores_codex":[0.9979237,0.0002159512,0.0007929477,0.0002712095,0.0004419724,0.000354264],"domain_scores_gemma":[0.9971567,0.0002658129,0.001156472,0.0009402183,0.0002738386,0.0002069697],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00008648121,0.00006811606,0.02392689,0.0002245001,0.0004439553,0.0001268775,0.7534,0.000004117161,0.00007963133,0.03381553,0.1732508,0.01457311],"study_design_scores_gemma":[0.0001736017,0.000009642423,0.08092692,0.000254022,0.00005552001,0.0000010265,0.4825178,0.00001878914,0.00002935412,0.001850285,0.4337424,0.0004206191],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.08770774,0.007251894,4.312228e-7,0.003667273,0.001524662,0.000618303,0.00001557775,0.00007714885,0.899137],"genre_scores_gemma":[0.8512225,0.002036659,0.00007020189,0.00007227997,0.0003898331,0.0001086267,0.0005040631,0.00002100067,0.1455749],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.7635148,"threshold_uncertainty_score":0.9948084,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05496079653383006,"score_gpt":0.3419860584787008,"score_spread":0.2870252619448708,"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."}}