{"id":"W3173796469","doi":"10.1145/3459990.3460694","title":"PlushPal: Storytelling with Interactive Plush Toys and Machine Learning","year":2021,"lang":"en","type":"article","venue":"Interaction Design and Children","topic":"Teaching and Learning Programming","field":"Computer Science","cited_by":46,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Storytelling; Computer science; Gesture; Interactive storytelling; Context (archaeology); Multimedia; Human–computer interaction; Debugging; Artificial intelligence; Programming language","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":[0.001080662,0.001363695,0.0004034683,0.0007058689,0.0004675865,0.002004729,0.001791693,0.0009296139,0.02757222],"category_scores_gemma":[0.00500492,0.0006009893,0.0006699159,0.0002738809,0.0008710328,0.002917766,0.003900888,0.001010317,0.004451327],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003185457,"about_ca_system_score_gemma":0.0002367138,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002772897,"about_ca_topic_score_gemma":0.0007625591,"domain_scores_codex":[0.9990855,0.0004524701,0.00005424499,0.0001449537,0.000188137,0.00007465461],"domain_scores_gemma":[0.9969908,0.002138891,0.0001358632,0.0003137794,0.0001391156,0.0002814997],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001574498,0.00115361,0.008651962,0.004120741,0.0001783409,0.005560179,0.02838575,0.01159079,0.09561461,0.04330095,0.08542279,0.7144459],"study_design_scores_gemma":[0.0002886616,0.001577644,0.01060449,0.0007494169,0.00015289,0.009556479,0.005579893,0.0397556,0.05206615,0.02392327,0.8554462,0.0002993004],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1350854,0.001257861,0.7620721,0.00125683,0.000314351,0.0009743192,0.002695088,0.02845282,0.06789125],"genre_scores_gemma":[0.3569381,0.0008987216,0.5975766,0.0005619316,0.000107417,0.001551092,0.00299336,0.002192083,0.03718073],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02757222,"threshold_uncertainty_score":0.09223825,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01713872266153205,"score_gpt":0.2355305483223324,"score_spread":0.2183918256608004,"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."}}