{"id":"W4414983880","doi":"10.1145/3745900.3746101","title":"Understanding Dynamic Peephole Pointing using Coupled and Decoupled Target Acquisition on Single and Multiple Surfaces","year":2025,"lang":"en","type":"article","venue":"","topic":"Teleoperation and Haptic Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Target acquisition; Noise (video); Feature (linguistics); Data acquisition; Process (computing)","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":[],"consensus_categories":[],"category_scores_codex":[0.0001821217,0.0001195491,0.0001607539,0.0001222936,0.0001635129,0.0001457228,0.00002756855,0.00006026947,0.00003921591],"category_scores_gemma":[0.00002746872,0.0001176878,0.00001616823,0.0001113918,0.00002321368,0.0001251847,0.00001763341,0.0000571161,0.000002534174],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001516659,"about_ca_system_score_gemma":0.000007943293,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004573355,"about_ca_topic_score_gemma":0.0001005606,"domain_scores_codex":[0.9993935,0.00001804574,0.0002009908,0.000157345,0.0000777919,0.0001523301],"domain_scores_gemma":[0.9997289,0.0001178579,0.00002162026,0.00007982557,0.00001869361,0.00003316378],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00003343037,0.0000584101,0.02974599,0.0004331668,0.0001566713,0.000006319524,0.001223342,0.3195677,0.6432117,0.004782868,0.0001779053,0.0006025259],"study_design_scores_gemma":[0.000580141,0.00001572187,0.002711022,0.0001115739,0.00001026874,0.000004480012,0.001507863,0.9929308,0.001795617,0.0001661618,0.00003890346,0.0001274153],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8257203,0.0003263278,0.1715975,0.0000542116,0.0002083392,0.0001417117,0.000002028731,0.0001986231,0.001751058],"genre_scores_gemma":[0.9973726,0.00001640867,0.00237599,0.00005515453,0.00001144391,0.00000161581,0.00000657987,0.00001570622,0.0001445564],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6733631,"threshold_uncertainty_score":0.4799168,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0368780286321831,"score_gpt":0.2389671777287351,"score_spread":0.202089149096552,"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."}}