{"id":"W6926024227","doi":"10.20380/gi2022.27","title":"Tutorials for Children by Children: Design and Evaluation of a Children's Tutorial Authoring Tool for Digital Art","year":2022,"lang":"en","type":"article","venue":"Canada Human-Computer Communications Society","topic":"Hydrogen Storage and Materials","field":"Materials Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Creativity; Workflow; Software; Digital art; Citizen journalism; Flexibility (engineering); Incentive; Participatory design","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":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.002480597,0.0002261705,0.0003940246,0.00003352043,0.001524668,0.0002196988,0.001018347,0.00007560671,0.00006826356],"category_scores_gemma":[0.00006665134,0.0002547507,0.0001619822,0.0001169087,0.000137345,0.0002753971,0.0006224603,0.0001179136,7.776663e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004378163,"about_ca_system_score_gemma":0.000773395,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004626526,"about_ca_topic_score_gemma":0.000445877,"domain_scores_codex":[0.9976866,0.0003700771,0.0006103432,0.0004248781,0.0005733729,0.0003347014],"domain_scores_gemma":[0.9978514,0.0003578024,0.0003841166,0.001038393,0.0002840627,0.00008422649],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001029102,0.0005335131,0.0009761322,0.0000750812,0.0007005011,1.677148e-7,0.002678376,0.00683656,0.1626372,0.003853235,0.8158792,0.005727192],"study_design_scores_gemma":[0.06214026,0.004755926,0.0177346,0.0004238253,0.006123336,0.0003749485,0.001095943,0.1347407,0.4324798,0.0190959,0.3098134,0.01122137],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9601405,0.0004874747,0.03176603,0.0002474253,0.001038444,0.003484859,0.002753756,0.00007050228,0.0000109565],"genre_scores_gemma":[0.9626543,0.00001282736,0.03265269,0.0001814255,0.0006910298,0.001359008,0.002328542,0.00004657653,0.00007359104],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5060658,"threshold_uncertainty_score":0.9999905,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03160266447106487,"score_gpt":0.2803288884049036,"score_spread":0.2487262239338388,"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."}}