{"id":"W4390708949","doi":"10.1007/978-3-031-23161-2_519","title":"Unified Modeling Language (UML) for Sight Loss","year":2024,"lang":"en","type":"book-chapter","venue":"Encyclopedia of Computer Graphics and Games","topic":"Teaching and Learning Programming","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"CNIB Foundation; Ontario Tech University","funders":"","keywords":"Unified Modeling Language; Computer science; Object Constraint Language; Programming language; UML tool","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"],"consensus_categories":[],"category_scores_codex":[0.0003947965,0.0003863218,0.0005004256,0.0004170793,0.0001163316,0.0002227906,0.0006330871,0.0002836682,0.000002970871],"category_scores_gemma":[0.00001085227,0.0003494125,0.0002875431,0.00008534759,0.00009598397,0.000132438,0.0003628769,0.0006278806,0.000004575557],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001064719,"about_ca_system_score_gemma":0.00006202993,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002612465,"about_ca_topic_score_gemma":0.000008635247,"domain_scores_codex":[0.9982844,0.00002094012,0.0004346915,0.000681369,0.0002849869,0.0002936372],"domain_scores_gemma":[0.9988587,0.0002220279,0.0001848622,0.0005179438,0.0001007226,0.000115688],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000004169588,0.00001166596,0.000007858397,0.0002933395,0.00009992081,0.0000269056,0.002549965,0.0002702981,4.267632e-7,0.7731249,0.0003756392,0.2232348],"study_design_scores_gemma":[0.0002338294,0.000200677,0.000006339844,0.0005644367,0.00007901178,0.00002122839,0.00001250615,0.2659843,0.000001768709,0.07285094,0.6595377,0.000507323],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.0004270916,0.01064164,0.9532484,0.0004974374,0.001388587,0.0003593043,0.00002283453,0.0003891804,0.03302547],"genre_scores_gemma":[0.07624684,0.01205579,0.4874239,0.0006991809,0.003996773,0.00008484549,0.0001987268,0.0004288534,0.4188651],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.700274,"threshold_uncertainty_score":0.9998958,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01278213799656098,"score_gpt":0.2405874736277258,"score_spread":0.2278053356311648,"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."}}