{"id":"W2021330659","doi":"10.1109/icpc.2011.37","title":"Context and Vision: Studying Two Factors Impacting Program Comprehension","year":2011,"lang":"en","type":"article","venue":"","topic":"Software Engineering Research","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Program comprehension; Comprehension; Computer science; Context (archaeology); Identifier; Cognition; Process (computing); Empirical research; Documentation; Cognitive psychology; Cognitive science; Human–computer interaction; Psychology; Programming language; Software system; Software; Epistemology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004783916,0.0006302915,0.0004941793,0.002187373,0.0007277917,0.002675497,0.0005700893,0.0009901631,0.002585093],"category_scores_gemma":[0.09169262,0.0004307416,0.0005747651,0.001201079,0.001277643,0.004299461,0.001709006,0.001104787,0.0002571148],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001198538,"about_ca_system_score_gemma":0.001385756,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002707093,"about_ca_topic_score_gemma":0.002678927,"domain_scores_codex":[0.9936109,0.003645473,0.000356732,0.0007429643,0.00122957,0.0004142566],"domain_scores_gemma":[0.8363547,0.1312647,0.01987074,0.002995421,0.006963652,0.002550881],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002322882,0.001590251,0.7687038,0.001422784,0.000282654,0.0008807422,0.07827755,0.002590631,0.0299777,0.003783337,0.0007344443,0.1094331],"study_design_scores_gemma":[0.0001277119,0.001984496,0.9325885,0.0003296549,0.0003999746,0.0005894465,0.02614244,0.01485101,0.01339642,0.006472705,0.002934528,0.0001831454],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9917989,0.0002447762,0.004345362,0.0001410631,0.00000635154,0.0001319627,0.00005404002,0.00005690936,0.003220625],"genre_scores_gemma":[0.9958872,0.00007195894,0.003590932,0.00002896903,0.000004786361,0.00007534064,0.0000587477,0.00002294125,0.0002591212],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004783916,"threshold_uncertainty_score":0.02530003,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08018862233186298,"score_gpt":0.3507900472435762,"score_spread":0.2706014249117132,"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."}}