{"id":"W4386339171","doi":"10.11610/connections.21.2.08","title":"Launching Narrative into the Information Battlefield","year":2022,"lang":"en","type":"article","venue":"Connections The Quarterly Journal","topic":"Digital Storytelling and Education","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Defence Research and Development Canada","funders":"","keywords":"Battlefield; Narrative; History; Computer science; Art; Literature; Ancient history","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001518674,0.0000751914,0.00007417295,0.00008993073,0.01378792,0.0001072435,0.0002269433,0.00003149723,0.001415537],"category_scores_gemma":[0.0001491974,0.00004351048,0.00006953664,0.0002559384,0.00004672463,0.0005396634,0.00002977751,0.001470953,0.0002307497],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002525233,"about_ca_system_score_gemma":0.0002768996,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002191914,"about_ca_topic_score_gemma":0.00009656274,"domain_scores_codex":[0.9984384,0.0006934348,0.0003621629,0.00006185206,0.0002303023,0.0002138954],"domain_scores_gemma":[0.9985748,0.0007423034,0.0002798906,0.0001970597,0.00014993,0.00005604206],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003256246,0.00003530183,0.0004418975,0.000006222502,0.00003973236,5.805177e-7,0.8290665,0.000700628,0.00001580742,0.006994803,0.1083194,0.05434654],"study_design_scores_gemma":[0.0001553004,0.000206133,0.0006898254,0.00001254213,0.00001203197,0.0000697151,0.5551751,0.0002643075,0.000001101605,0.009984304,0.433373,0.00005660258],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8939952,0.000236631,0.01005264,0.05411394,0.01282547,0.0004957749,0.000006671546,0.00009649636,0.02817715],"genre_scores_gemma":[0.9948568,0.000007310179,0.00003479052,0.002115851,0.0006827164,0.0001521479,0.000008139557,0.00000693627,0.002135264],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3250536,"threshold_uncertainty_score":0.9994973,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0269288799754628,"score_gpt":0.3463260824065018,"score_spread":0.319397202431039,"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."}}