{"id":"W2612305863","doi":"10.5555/3076132.3076163","title":"Icons for Kids: Can Young Children Understand Graphical Representations of App Store Categories?","year":2016,"lang":"en","type":"article","venue":"Graphics Interface","topic":"Usability and User Interface Design","field":"Computer Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Computer science; Set (abstract data type); Implementation; Graphical user interface; Point (geometry); Human–computer interaction; App store; World Wide Web; Programming language; Mathematics","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":[0.0004543673,0.0002212618,0.0002864692,0.000242164,0.0001826326,0.00009284625,0.001200061,0.0001514972,0.00001836156],"category_scores_gemma":[0.0002507923,0.0001699122,0.0002153227,0.0005962601,0.0005433153,0.0003913733,0.0002145716,0.000182691,0.000005385955],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006436516,"about_ca_system_score_gemma":0.0001216509,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002749487,"about_ca_topic_score_gemma":0.0007533641,"domain_scores_codex":[0.9980978,0.0001171,0.0004577281,0.0006266073,0.0003126288,0.0003880931],"domain_scores_gemma":[0.9978173,0.0004934918,0.0001824667,0.001039232,0.0003207759,0.000146678],"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":[0.00008049384,0.000244335,0.02871324,0.00004672982,0.0002532301,0.000001505475,0.003636774,0.0000414274,0.00590794,0.9546696,0.005283132,0.001121622],"study_design_scores_gemma":[0.003816102,0.001667395,0.03367472,0.0003433608,0.000161084,0.000100492,0.001575214,0.003238156,0.1698443,0.7822984,0.001782378,0.001498375],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1596456,0.0001200867,0.8350806,0.003728143,0.0004475196,0.0004655116,0.0001407974,0.0001469558,0.0002246967],"genre_scores_gemma":[0.9950843,0.00004493008,0.004454502,0.00008378256,0.00003436401,0.00004168741,0.000004520646,0.00001828264,0.0002335793],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8354387,"threshold_uncertainty_score":0.6928819,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03215536414393242,"score_gpt":0.2897504304363122,"score_spread":0.2575950662923797,"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."}}