{"id":"W4401120035","doi":"10.1002/sdtp.17484","title":"16‐2: <i>Invited Paper:</i> Causes and Consequences of IPD Mismatch in XR Devices","year":2024,"lang":"en","type":"article","venue":"SID Symposium Digest of Technical Papers","topic":"Advanced Optical Imaging Technologies","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Computer science; Materials science; Engineering physics; Engineering","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":[0.002429951,0.0005972038,0.0003568252,0.0007590316,0.001350966,0.003818504,0.001250145,0.002477974,0.01388645],"category_scores_gemma":[0.006140091,0.0003192353,0.0005451743,0.000709618,0.001418076,0.002587744,0.001256148,0.001758153,0.00289358],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001583374,"about_ca_system_score_gemma":0.001055442,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003572224,"about_ca_topic_score_gemma":0.004292539,"domain_scores_codex":[0.9982028,0.0003475567,0.0001003245,0.0002974307,0.0008847655,0.0001671315],"domain_scores_gemma":[0.9967868,0.001482352,0.0002869926,0.0001625047,0.001165822,0.0001154963],"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":[0.001432501,0.0002136847,0.03397149,0.003229873,0.0001650633,0.01112471,0.008972667,0.006485849,0.06735054,0.07886055,0.393586,0.3946071],"study_design_scores_gemma":[0.0001028421,0.001163027,0.04576299,0.001101959,0.0002283851,0.01174995,0.008860902,0.0106763,0.1052997,0.01969389,0.7949921,0.0003679382],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3347173,0.06940031,0.116061,0.09745857,0.03309876,0.0006659172,0.001894592,0.001783003,0.3449205],"genre_scores_gemma":[0.8090101,0.01750463,0.01473906,0.01128941,0.005305103,0.0001618189,0.0006526097,0.0005340581,0.1408032],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01388645,"threshold_uncertainty_score":0.04645479,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007536250065519502,"score_gpt":0.2360185637430919,"score_spread":0.2284823136775724,"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."}}