{"id":"W2313113473","doi":"","title":"Direct pen input and hand occlusion","year":2010,"lang":"en","type":"dissertation","venue":"Library and Archives Canada (Government of Canada)","topic":"Ergonomics and Musculoskeletal Disorders","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Occlusion; Usability; Computer science; Task (project management); Artificial intelligence; Human–computer interaction; Computer vision; Engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000009967388,0.0002642239,0.0003364563,0.00003570354,0.0002146961,0.0000368154,0.0001859403,0.0001146907,0.0002255515],"category_scores_gemma":[0.000002805277,0.000260844,0.00003874714,0.00003910727,0.00007714162,0.0001328607,0.00008569398,0.0002915647,8.163478e-9],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000003080491,"about_ca_system_score_gemma":0.0008300582,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01903776,"about_ca_topic_score_gemma":0.47785,"domain_scores_codex":[0.9984334,0.00004397947,0.0002693149,0.0003755056,0.0006106979,0.000267073],"domain_scores_gemma":[0.9991919,0.0001426733,0.0002089339,0.0002308977,5.474326e-7,0.000225014],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.008092219,0.000370272,0.05132827,0.003762077,0.00174794,0.0006103772,0.006146646,0.00001191998,0.1752603,0.3436411,0.03121229,0.3778166],"study_design_scores_gemma":[0.001044813,0.000180274,0.8001705,0.0002908865,0.0001208015,0.00001008516,0.008487237,0.00007775806,0.02104197,0.00174152,0.1659581,0.0008760623],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4505786,0.0009035199,0.000001010412,0.0004169343,0.000734608,0.0001490866,0.0001596789,0.000004876696,0.5470517],"genre_scores_gemma":[0.907802,0.0004682925,0.00008505816,0.0004794447,0.00006856635,0.00001251623,0.0001549979,0.00004210625,0.09088706],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7488422,"threshold_uncertainty_score":0.9999844,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.002611805992907024,"score_gpt":0.1787623785624943,"score_spread":0.1761505725695873,"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."}}