{"id":"W7018573875","doi":"","title":"Discourse lines:visualising current policy and media storylines of opportunity and disadvantage with narrative exploration maps","year":2023,"lang":"en","type":"article","venue":"Monash University Research Portal (Monash University)","topic":"Data Visualization and Analytics","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Impact","funders":"Paul Ramsay Foundation","keywords":"Disadvantage; Narrative; Visualization; Variety (cybernetics); Data visualization","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":[0.001334167,0.0008718366,0.0002448119,0.004436279,0.0008816796,0.004548099,0.0006789645,0.0009763123,0.01994406],"category_scores_gemma":[0.006196228,0.0003355881,0.0004926902,0.003064318,0.0008265525,0.003383172,0.003402975,0.0009871131,0.002317521],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006163542,"about_ca_system_score_gemma":0.0008708258,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005126673,"about_ca_topic_score_gemma":0.00796004,"domain_scores_codex":[0.9995471,0.0002136391,0.00002211536,0.00005026516,0.0001177389,0.0000491434],"domain_scores_gemma":[0.9968925,0.002288044,0.000182397,0.0001925254,0.0002780487,0.0001664365],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001451894,0.0002354135,0.01255596,0.004183928,0.0001971118,0.002825032,0.3002806,0.01438928,0.02099406,0.1241509,0.206479,0.3122568],"study_design_scores_gemma":[0.0001241916,0.0001022747,0.01388557,0.001423531,0.00009418969,0.0007760897,0.06228199,0.03301169,0.007429257,0.05982941,0.820827,0.0002148427],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.236203,0.004082801,0.3831021,0.01178726,0.001244045,0.001171144,0.04483995,0.03427386,0.2832958],"genre_scores_gemma":[0.6847005,0.001946001,0.2724738,0.0005362722,0.0002959586,0.001303434,0.007547408,0.004966722,0.02622985],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01994406,"threshold_uncertainty_score":0.06671947,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1086332471142553,"score_gpt":0.3768628613435764,"score_spread":0.2682296142293211,"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."}}