{"id":"W6929117463","doi":"10.4224/20377669","title":"Advanced portable visualization system","year":2008,"lang":"en","type":"report","venue":"NPARC","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Visualization; Plug and play; Key (lock); Software; Data visualization","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006622059,0.001015415,0.0007853403,0.001654696,0.0006553034,0.001597696,0.002122291,0.0008838619,0.1099725],"category_scores_gemma":[0.001312031,0.0005391206,0.0004513249,0.00136475,0.0002236935,0.001872304,0.001903818,0.001209758,0.03107312],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003955569,"about_ca_system_score_gemma":0.0009189305,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001445643,"about_ca_topic_score_gemma":0.001225984,"domain_scores_codex":[0.9993454,0.00004476215,0.00002949091,0.0001284359,0.0003884424,0.00006340857],"domain_scores_gemma":[0.9992471,0.0001101816,0.00004008686,0.0002118495,0.0003083053,0.00008250287],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000540202,0.0002921171,0.001531082,0.0004816109,0.00005391449,0.0008247351,0.0003190442,0.003461478,0.08529835,0.01267299,0.3107425,0.583782],"study_design_scores_gemma":[0.0002271466,0.0003714233,0.003642484,0.0001221115,0.0000794388,0.00286813,0.0001103217,0.02953718,0.04895626,0.004574589,0.9093723,0.0001384563],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.02282017,0.0008324113,0.6116796,0.0006830803,0.0005885199,0.001499377,0.008414765,0.1932665,0.1602156],"genre_scores_gemma":[0.1870265,0.002013603,0.4322842,0.0007819078,0.0005982799,0.002142678,0.02562597,0.009735661,0.3397912],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1099725,"threshold_uncertainty_score":0.3678946,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03214779632785102,"score_gpt":0.3191458587557712,"score_spread":0.2869980624279201,"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."}}