{"id":"W4415555623","doi":"10.37693/pjos.2025.11.27738","title":"Stories that banks tell: Narrative semiotics and the discourse of financial crisis","year":2025,"lang":"","type":"article","venue":"Public Journal of Semiotics","topic":"Italian Literature and Culture","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Narrative; Semiotics; Financial crisis; Relevance (law); Crisis communication; Tone (literature)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006975017,0.0007640473,0.0003528434,0.00273332,0.00691019,0.01049834,0.0009479238,0.002263324,0.002553948],"category_scores_gemma":[0.01421912,0.0003697319,0.0002856195,0.002079593,0.03210306,0.01296597,0.005801696,0.002224375,0.0004060926],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003268423,"about_ca_system_score_gemma":0.001765449,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00244244,"about_ca_topic_score_gemma":0.00192143,"domain_scores_codex":[0.987145,0.0115234,0.0001853398,0.0002696076,0.0005357856,0.0003409041],"domain_scores_gemma":[0.9850895,0.01207862,0.001220578,0.0005961281,0.0005095572,0.0005056159],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00005615378,0.000009576785,0.0006674767,0.0001138342,0.000005519603,0.0004917456,0.7743232,0.0001573978,0.0002871198,0.2157686,0.002297366,0.005821933],"study_design_scores_gemma":[0.00001891914,0.0000446625,0.001129444,0.0006052231,0.00001146483,0.001094208,0.7072532,0.0006738086,0.000614214,0.1191017,0.1694177,0.00003552112],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4938241,0.01993688,0.05504824,0.0637937,0.001295187,0.0002412519,0.000419921,0.0002243424,0.3652164],"genre_scores_gemma":[0.9918911,0.001707738,0.00229658,0.0006152976,0.0001088177,0.00007647391,0.00004543287,0.00003578024,0.003222724],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01049834,"threshold_uncertainty_score":0.03688782,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01835723283519808,"score_gpt":0.260404933873297,"score_spread":0.2420477010380989,"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."}}