{"id":"W4405089635","doi":"10.1007/978-3-031-69362-5_84","title":"Children’s Understanding and Use of Voice-Assistants: Opportunities and Challenges","year":2024,"lang":"en","type":"book-chapter","venue":"","topic":"AI in Service Interactions","field":"Computer Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Psychology","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":[0.00008806837,0.0002550434,0.0002894672,0.0002951445,0.00007097363,0.0002796697,0.0002577843,0.0001717163,0.00004783389],"category_scores_gemma":[0.000006059202,0.0002298766,0.00005597332,0.0000200328,0.0001486693,0.0006658194,0.0005503685,0.000240918,0.00001195421],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008206007,"about_ca_system_score_gemma":0.00004744343,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005830873,"about_ca_topic_score_gemma":0.0003283564,"domain_scores_codex":[0.9988942,0.00000938348,0.0002854268,0.0004512629,0.0002204454,0.0001393378],"domain_scores_gemma":[0.9990135,0.0002638139,0.0001401862,0.0004283146,0.00006107131,0.0000931006],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000001731113,0.000004589565,0.000007607727,0.0001471084,0.0001314005,0.00001791916,0.0004860052,2.804757e-7,0.000001633409,0.9956045,0.0005807797,0.003016497],"study_design_scores_gemma":[0.0002765871,0.0002826043,0.0007016957,0.002863867,0.0002792164,0.0006072298,0.002336386,0.0024003,0.00002216777,0.6705477,0.3184516,0.001230691],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0001587069,0.02131308,0.01461902,0.01470005,0.001064206,0.0003488811,0.000139696,0.000424994,0.9472314],"genre_scores_gemma":[0.03618206,0.1471977,0.01007155,0.0006135066,0.0002502708,0.00001175196,0.0000177516,0.0001271997,0.8055282],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3250568,"threshold_uncertainty_score":0.9374098,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2482306094497962,"score_gpt":0.2736290296058905,"score_spread":0.02539842015609434,"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."}}