{"id":"W2760427237","doi":"","title":"Sensor Noise and Ecological Interface Design: Effects of Noise Magnitude on Operators’ Performance and Control Strategies","year":2011,"lang":"en","type":"dissertation","venue":"TSpace (University of Toronto)","topic":"Human-Automation Interaction and Safety","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; University of Toronto","keywords":"Noise (video); Magnitude (astronomy); Interface (matter); Control (management); Computer science; Engineering; Physics; Artificial intelligence","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000121319,0.0002241071,0.0004454907,0.00006389513,0.0001216865,0.00001558645,0.0001509866,0.0003076646,0.01244558],"category_scores_gemma":[0.00002167972,0.0002387954,0.00006821381,0.00002503603,0.0001251047,0.0002862595,0.00002326331,0.0002071898,0.00004526574],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006651659,"about_ca_system_score_gemma":0.00004471099,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004914234,"about_ca_topic_score_gemma":0.00418806,"domain_scores_codex":[0.99904,0.0002161664,0.0001531281,0.0003099598,0.0001227655,0.0001579729],"domain_scores_gemma":[0.9990512,0.0002103614,0.0003028162,0.0002001973,0.0001459651,0.00008947108],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.04682965,0.004431586,0.009856465,0.007556906,0.004237202,0.000330317,0.6858031,0.0003112657,0.0659055,0.01779874,0.008494709,0.1484445],"study_design_scores_gemma":[0.00253567,0.001621452,0.9515191,0.0002331429,0.0001979756,0.000006227979,0.04224245,0.0003118594,0.0007703487,0.000007890078,0.0002693101,0.0002846134],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9319655,0.0003435877,0.0005754256,0.00003547981,0.000472173,0.0004721331,0.00001276567,0.00004384881,0.06607904],"genre_scores_gemma":[0.9856765,0.000327706,0.0003057887,0.00002127731,0.0000179014,0.000002158316,0.00001544941,0.00001382149,0.01361943],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9416626,"threshold_uncertainty_score":0.9884572,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01747261114687615,"score_gpt":0.2939732744532198,"score_spread":0.2765006633063437,"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."}}