{"id":"W4409767076","doi":"10.1145/3706598.3713836","title":"Noel: A Chatbot Persona to Support Children Designing for Others","year":2025,"lang":"en","type":"article","venue":"","topic":"Persona Design and Applications","field":"Computer Science","cited_by":10,"is_retracted":false,"has_abstract":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Chatbot; Persona; Computer science; World Wide Web; Human–computer interaction; Natural language processing","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":[],"consensus_categories":[],"category_scores_codex":[0.0001676608,0.00008883336,0.00009244072,0.0001086936,0.000149931,0.0001115463,0.000624987,0.00003160417,0.00002285731],"category_scores_gemma":[0.00001626651,0.00008189986,0.00006054898,0.0003933081,0.00001332285,0.0001213721,0.00007759645,0.00003657343,0.00009219367],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003081573,"about_ca_system_score_gemma":0.00009608129,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002671084,"about_ca_topic_score_gemma":0.000007860158,"domain_scores_codex":[0.9992388,0.00001034135,0.0001044058,0.0003294087,0.0000866085,0.0002303706],"domain_scores_gemma":[0.9994819,0.0000613786,0.00001842363,0.0003189575,0.00003713181,0.00008223165],"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":[0.000009757513,0.00009607327,0.0009313357,0.00001111603,0.00005308207,7.103872e-7,0.002072403,0.00003283674,0.01960033,0.68524,0.1343569,0.1575954],"study_design_scores_gemma":[0.00720146,0.001924506,0.03708272,0.0002312857,0.0001599296,0.00007151604,0.001948641,0.2259713,0.1939637,0.08057727,0.4470724,0.003795215],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.001609164,0.0000187646,0.980553,0.005248412,0.00005132934,0.0005436694,0.000003806404,0.0002192207,0.01175262],"genre_scores_gemma":[0.4668674,0.000002069015,0.5083125,0.009675035,0.00004837156,0.0004102426,0.000004732281,0.00001016031,0.01466951],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.6046627,"threshold_uncertainty_score":0.3339779,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02156295276473513,"score_gpt":0.2906615058271346,"score_spread":0.2690985530623994,"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."}}