{"id":"W2159054552","doi":"10.21236/ada512358","title":"Proceedings of the Workshop on Software Engineering Foundations for End-User Programming (SEEUP 2009)","year":2009,"lang":"en","type":"report","venue":"","topic":"Spreadsheets and End-User Computing","field":"Computer Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Australian Government; Carnegie Mellon University; U.S. Department of Defense; National Science Foundation","keywords":"Software engineering; Computer science; Programming language; End user; World Wide Web","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000636637,0.0004149909,0.0004642926,0.0002470402,0.0002459234,0.0004543216,0.001671392,0.0002735289,0.00001358176],"category_scores_gemma":[0.0006902012,0.0002972049,0.0003845129,0.000715694,0.000030365,0.0003103788,0.0004030732,0.0004484984,0.000003229232],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002065464,"about_ca_system_score_gemma":0.0004538678,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003993305,"about_ca_topic_score_gemma":0.00001111673,"domain_scores_codex":[0.9971815,0.000005561247,0.0006339452,0.0007024803,0.0008948951,0.0005816585],"domain_scores_gemma":[0.9977808,0.0002764832,0.0004666987,0.0006007242,0.0007791034,0.00009621488],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000009328068,0.0003637158,0.00188934,0.0009267415,0.0002845725,0.000003918653,0.001086796,0.003642887,0.00006431589,0.05874329,0.09149746,0.8414876],"study_design_scores_gemma":[0.0003703235,0.0001737457,0.006193582,0.00234137,0.00009625359,0.00005802252,0.00006277641,0.01481277,0.0007387321,0.0003160757,0.9739217,0.000914666],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.002824616,0.0005524264,0.9399348,0.001263159,0.006690356,0.003935485,0.00003158085,0.001961119,0.04280648],"genre_scores_gemma":[0.03182437,0.0001352361,0.9425525,0.0004241272,0.002247283,0.0003795492,0.00004252885,0.0001831126,0.02221129],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.8824242,"threshold_uncertainty_score":0.999948,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03559652748405105,"score_gpt":0.2834855006270551,"score_spread":0.247888973143004,"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."}}