{"id":"W3162357556","doi":"","title":"Mobile Workstation Redesign","year":2015,"lang":"en","type":"article","venue":"Mspace (University of Manitoba)","topic":"Digital Innovation in Industries","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Workstation; Computer science; Operating system","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001736465,0.00007173717,0.00009525237,0.0002016881,0.0000863421,0.00009129401,0.0001903306,0.00005578461,0.00002093667],"category_scores_gemma":[0.00005171428,0.00009378554,0.00002767068,0.000585955,0.00008775279,0.001752324,0.0001134539,0.0000664433,0.0004049389],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004798419,"about_ca_system_score_gemma":0.00002594866,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007623073,"about_ca_topic_score_gemma":0.003962291,"domain_scores_codex":[0.9994821,0.000004892865,0.00006614043,0.000123089,0.0002105127,0.0001132622],"domain_scores_gemma":[0.9993259,0.00001400733,0.0001637318,0.0001392207,0.0003461861,0.00001096355],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001431063,0.0001407022,0.1311464,0.000077277,0.00004347544,0.00002889178,0.0002323021,0.001276244,0.0001896409,0.09601372,0.7608827,0.009825573],"study_design_scores_gemma":[0.00114784,0.00005800652,0.03811274,0.00006713418,0.00004864512,0.000001328541,0.06707399,0.001998546,0.0001200162,0.008938369,0.8820921,0.0003412655],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7174679,0.00003033572,0.00859445,0.001601067,0.000455152,0.0002741673,0.000003693532,0.0002208549,0.2713524],"genre_scores_gemma":[0.9968118,0.000001607346,0.000852419,0.0001443919,0.0001644333,4.14741e-7,0.00002515827,0.000009277946,0.001990467],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.279344,"threshold_uncertainty_score":0.5204806,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04922106294709397,"score_gpt":0.2082884533218259,"score_spread":0.1590673903747319,"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."}}