{"id":"W4410191170","doi":"10.1145/3723010.3723018","title":"A Cookbook for Eye Tracking in Software Engineering","year":2025,"lang":"en","type":"article","venue":"","topic":"Gaze Tracking and Assistive Technology","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Polytechnique Montréal","funders":"Bundesministerium für Bildung und Forschung","keywords":"Computer science; Eye tracking; Software; Software engineering; Tracking (education); Artificial intelligence; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006105882,0.002523424,0.00140487,0.007821282,0.00136392,0.003355035,0.002700794,0.003091893,0.2707783],"category_scores_gemma":[0.03603972,0.001575231,0.001085103,0.005953114,0.001193456,0.006651433,0.00494623,0.004567304,0.196467],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008487607,"about_ca_system_score_gemma":0.002622377,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001888279,"about_ca_topic_score_gemma":0.003989551,"domain_scores_codex":[0.9962755,0.001292815,0.0006059442,0.0003296391,0.00134718,0.0001489639],"domain_scores_gemma":[0.961189,0.0240084,0.001608185,0.004866318,0.006530592,0.001797445],"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":[0.000107257,0.000106758,0.0002899266,0.001161854,0.00001637099,0.0001559286,0.0001638093,0.0001954563,0.001833486,0.005871986,0.7463763,0.2437208],"study_design_scores_gemma":[0.000044577,0.0001145279,0.001099308,0.001366006,0.00001451203,0.000540385,0.00008818649,0.0003810359,0.0006960296,0.006454299,0.9891483,0.00005270021],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.001980549,0.0206186,0.643649,0.01239091,0.01559724,0.005394948,0.02727707,0.09534147,0.1777502],"genre_scores_gemma":[0.007564987,0.01949621,0.6462561,0.01077462,0.005303388,0.008248656,0.0208519,0.03288315,0.2486211],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.2707783,"threshold_uncertainty_score":0.9058437,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01055822875249024,"score_gpt":0.2732070484484951,"score_spread":0.2626488196960049,"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."}}