{"id":"W4399021554","doi":"10.1002/9781119719830.ch13","title":"Industrial Applications, Current Challenges, and Future Directions","year":2024,"lang":"en","type":"other","venue":"","topic":"Gaze Tracking and Assistive Technology","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Current (fluid); Computer science; Data science; Engineering; Electrical engineering","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":[],"consensus_categories":[],"category_scores_codex":[0.00005358131,0.0001448688,0.000143724,0.0002679334,0.00002545583,0.00005056937,0.0003219799,0.000291258,0.00006101007],"category_scores_gemma":[0.000002343525,0.0001183829,0.0000307128,0.0001712805,0.00004334663,0.00002117209,0.0001670451,0.0003905354,0.0003600714],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000149192,"about_ca_system_score_gemma":0.00002689438,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001131485,"about_ca_topic_score_gemma":0.00004053722,"domain_scores_codex":[0.9992346,0.00001637631,0.00008548343,0.0004599302,0.00008286749,0.000120808],"domain_scores_gemma":[0.9994906,0.00001028459,0.00004506021,0.0004034141,0.00001027801,0.00004034096],"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":[4.595311e-8,0.00001087714,5.932119e-7,0.00001616505,0.00000986248,5.582872e-7,0.000009149666,6.261858e-10,9.435368e-8,0.2059656,0.2534776,0.5405094],"study_design_scores_gemma":[0.00005443635,0.00001024393,0.00001896409,0.00005370588,0.00001135806,0.000008193316,0.00001094069,0.00000788786,0.000001227622,0.004077217,0.9956193,0.0001265508],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[8.355227e-8,0.2809663,0.01292432,0.005734912,0.001865545,0.000231389,0.00001038973,0.002511685,0.6957554],"genre_scores_gemma":[0.00007618785,0.1638205,0.009859726,0.0000518004,0.006716265,0.0004523624,0.00001368957,0.0002698257,0.8187397],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7421416,"threshold_uncertainty_score":0.4827515,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04350769475811921,"score_gpt":0.2801606108351016,"score_spread":0.2366529160769824,"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."}}