{"id":"W4398794902","doi":"10.1145/3649921.3656987","title":"StoryVerse: Towards Co-authoring Dynamic Plot with LLM-based Character Simulation via Narrative Planning","year":2024,"lang":"en","type":"preprint","venue":"","topic":"Human Motion and Animation","field":"Engineering","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"Autodesk (Canada)","funders":"","keywords":"Plot (graphics); Character (mathematics); Narrative; Computer science; Interactive storytelling; Computer graphics (images); Human–computer interaction; Storytelling; Art; Literature; Mathematics","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":[0.001656849,0.001424451,0.0005503569,0.0007731079,0.0006869537,0.002850208,0.002854462,0.001477463,0.01295005],"category_scores_gemma":[0.006322364,0.0007368269,0.0009710421,0.0003617107,0.001450496,0.002944179,0.005142599,0.001438952,0.00405243],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004709319,"about_ca_system_score_gemma":0.0009099195,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000774327,"about_ca_topic_score_gemma":0.001264957,"domain_scores_codex":[0.9990329,0.000378939,0.00006694497,0.0002015778,0.0002696555,0.00005008192],"domain_scores_gemma":[0.9976389,0.001251048,0.000130372,0.0005426952,0.0001959136,0.0002410765],"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":[0.001635685,0.001380846,0.005293624,0.003190458,0.0003781765,0.004340697,0.01470398,0.1918735,0.145875,0.1406994,0.05124009,0.4393886],"study_design_scores_gemma":[0.0002743758,0.0002676382,0.0005353054,0.0002073797,0.00004914476,0.0009107401,0.000718675,0.7636346,0.05735961,0.03605608,0.139868,0.0001184503],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01375733,0.0001560207,0.9581347,0.0001790837,0.00009574567,0.0003536344,0.0003384823,0.0186851,0.008299953],"genre_scores_gemma":[0.1697607,0.0003309362,0.8102397,0.0001345248,0.00004236152,0.0008129613,0.00176674,0.004756711,0.01215549],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01295005,"threshold_uncertainty_score":0.04332227,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02517232122500835,"score_gpt":0.3012611297002026,"score_spread":0.2760888084751943,"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."}}