{"id":"W6984855286","doi":"","title":"Ut Pictura Poesis","year":2025,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Simulation Techniques and Applications","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario College of Art and Design","funders":"","keywords":"Comics; Diagrammatic reasoning; Context (archaeology); Narrative; Interpretation (philosophy); Action (physics)","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":["scholarly_communication","open_science","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002972387,0.0002273188,0.0006345177,0.001485332,0.0004265635,0.002910542,0.00571271,0.0001199737,0.02259324],"category_scores_gemma":[0.00184405,0.0001748487,0.0002650634,0.003691216,0.0001394696,0.00182948,0.001291817,0.0002804277,0.0001109583],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007133257,"about_ca_system_score_gemma":0.0001691631,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002814931,"about_ca_topic_score_gemma":0.00001848479,"domain_scores_codex":[0.996224,0.0002399956,0.001402527,0.0005736637,0.001279696,0.0002801378],"domain_scores_gemma":[0.99523,0.00175684,0.0008477565,0.001107321,0.0008780524,0.0001800242],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.00005644902,0.0001695303,0.3160205,0.00001127536,0.00007418291,0.000004822439,0.00007982602,0.0003430767,0.01959385,0.00740267,0.4876234,0.1686204],"study_design_scores_gemma":[0.0002077466,0.000002954679,0.5153536,0.00009114943,0.00003017686,0.000002089192,0.00008539826,0.0004052026,0.02232197,0.2418991,0.2193919,0.0002087372],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7327058,0.009684755,0.06234895,0.004766285,0.001176045,0.001559841,0.0001138576,0.0002462033,0.1873983],"genre_scores_gemma":[0.9888164,0.001226535,0.001177793,0.001239568,0.00008873942,0.0000669692,0.000004554933,0.00001852738,0.007360843],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2682315,"threshold_uncertainty_score":0.9996669,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5271756995813066,"score_gpt":0.6874867202905439,"score_spread":0.1603110207092373,"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."}}