{"id":"W2025566189","doi":"10.1145/1056224.1056251","title":"Developing character personas and scenarios","year":2005,"lang":"en","type":"article","venue":"","topic":"Persona Design and Applications","field":"Computer Science","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Persona; Character (mathematics); Computer science; Key (lock); Human–computer interaction; Convergence (economics); Knowledge management","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":[0.007286366,0.0009195944,0.000267752,0.00105691,0.00121913,0.003217218,0.001565828,0.001883739,0.009529361],"category_scores_gemma":[0.0223775,0.0005323843,0.0004963673,0.0004453863,0.002333639,0.005229608,0.004181841,0.001609743,0.002006863],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009444818,"about_ca_system_score_gemma":0.001189968,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003136293,"about_ca_topic_score_gemma":0.0004693242,"domain_scores_codex":[0.9889802,0.008814278,0.0004424015,0.0007531754,0.0007800745,0.0002298645],"domain_scores_gemma":[0.9891059,0.006228991,0.0006063932,0.002008234,0.001297018,0.0007534992],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002128386,0.0008055077,0.007360223,0.0008984669,0.00005766594,0.0007732368,0.05640253,0.01521934,0.01499164,0.6765032,0.009941068,0.2168344],"study_design_scores_gemma":[0.0001639671,0.001452918,0.002768662,0.0009377368,0.00006652607,0.00282855,0.03918118,0.06520292,0.03205039,0.2809355,0.5742257,0.0001861226],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.08656424,0.0001909437,0.8528147,0.001081171,0.0001436773,0.001667511,0.0002779519,0.001301118,0.05595865],"genre_scores_gemma":[0.3079247,0.0002163216,0.6794675,0.0001577268,0.00001329936,0.002253669,0.0005200092,0.0001458064,0.009300926],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.009529361,"threshold_uncertainty_score":0.03853446,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03068823119796084,"score_gpt":0.2562423847962304,"score_spread":0.2255541535982696,"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."}}