{"id":"W2071580543","doi":"10.1145/1240866.1241007","title":"Posture monitoring and improvement for laptop use","year":2007,"lang":"en","type":"article","venue":"","topic":"Ergonomics and Musculoskeletal Disorders","field":"Psychology","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Laptop; Computer science; Human–computer interaction; User interface; Simulation; Multimedia; Operating system","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":[0.0004460121,0.0005385625,0.0003988527,0.00076958,0.0002709887,0.0004706947,0.0003456445,0.0005613088,0.007091736],"category_scores_gemma":[0.002773464,0.0001894688,0.0002813202,0.0003323345,0.0001245578,0.0003901184,0.0003250334,0.0003315924,0.001929826],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001674056,"about_ca_system_score_gemma":0.0002026445,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001214145,"about_ca_topic_score_gemma":0.00134097,"domain_scores_codex":[0.9996011,0.0001115045,0.00002831673,0.00008914016,0.0001330748,0.00003688327],"domain_scores_gemma":[0.9989731,0.0002747822,0.0001769938,0.0000967086,0.0003324874,0.0001459111],"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":[0.001665458,0.0009726806,0.08192518,0.0005919577,0.00006976332,0.0002918522,0.000752748,0.0005499481,0.08746359,0.0001055717,0.004618268,0.820993],"study_design_scores_gemma":[0.0002374666,0.005918577,0.9176403,0.0003058063,0.0002828318,0.002330897,0.0007259824,0.0108126,0.05155108,0.0003148604,0.009762321,0.0001171479],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9103242,0.002474657,0.05782367,0.000821268,0.0002190186,0.0007329732,0.001187886,0.006410881,0.02000549],"genre_scores_gemma":[0.9645194,0.0007866897,0.02845821,0.0002546918,0.0001223142,0.00021603,0.0004991273,0.00009045546,0.00505297],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007091736,"threshold_uncertainty_score":0.0237242,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02307115312595956,"score_gpt":0.3283064352429663,"score_spread":0.3052352821170068,"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."}}