{"id":"W4409736326","doi":"10.1145/3706598.3713862","title":"Textoshop: Interactions Inspired by Drawing Software to Facilitate Text Editing","year":2025,"lang":"en","type":"article","venue":"","topic":"Interactive and Immersive Displays","field":"Computer Science","cited_by":13,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Computer science; Software; Human–computer interaction; Software engineering; World Wide Web; Computer graphics (images); 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001021102,0.0001510036,0.0001430191,0.0002233116,0.0002733125,0.0002193605,0.0006129231,0.0000320232,0.0001542194],"category_scores_gemma":[0.0002850016,0.0001432611,0.00009231379,0.0005542887,0.00002026209,0.001038648,0.0003904561,0.0001793987,0.000658072],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001041203,"about_ca_system_score_gemma":0.00005033247,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001739054,"about_ca_topic_score_gemma":0.00004130475,"domain_scores_codex":[0.9988404,0.00004210844,0.0002315543,0.0004248651,0.0001414536,0.0003196512],"domain_scores_gemma":[0.9990935,0.0002287001,0.00004276801,0.0003596267,0.0001886919,0.00008676107],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001795878,0.0001399701,0.00142842,0.00002603956,0.0001053371,0.000009994697,0.003897893,0.00009400818,0.2051804,0.01728466,0.7033871,0.06842823],"study_design_scores_gemma":[0.0005718583,0.0001491224,0.00532457,0.0002803366,0.0000190371,0.000009963753,0.003042177,0.006841182,0.2105486,0.001247496,0.7713248,0.0006409353],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.008572124,0.00002626172,0.9219055,0.004015323,0.001300877,0.0001526387,0.00001376684,0.00009646625,0.06391712],"genre_scores_gemma":[0.9291658,0.000001751084,0.01586338,0.00987424,0.00007080305,0.00004845384,0.00001402382,0.000008852257,0.04495268],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9205937,"threshold_uncertainty_score":0.8458403,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02437218206656573,"score_gpt":0.2849395300502763,"score_spread":0.2605673479837106,"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."}}