{"id":"W2539356671","doi":"10.1145/2984511.2984512","title":"Reprise","year":2016,"lang":"en","type":"article","venue":"","topic":"Interactive and Immersive Displays","field":"Computer Science","cited_by":85,"is_retracted":false,"has_abstract":true,"ca_institutions":"Autodesk (Canada)","funders":"Carnegie Mellon University; U.S. Department of Defense; National Science Foundation","keywords":"Computer science; Construct (python library); 3D printing; Human–computer interaction; Engineering","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":[0.0008688295,0.00108886,0.0004883992,0.001775671,0.002391378,0.005566355,0.001303619,0.002140616,0.6207599],"category_scores_gemma":[0.004473355,0.0003209261,0.0006242566,0.001054306,0.001188545,0.004327071,0.004161475,0.002122555,0.4941258],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001615986,"about_ca_system_score_gemma":0.001568215,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002604198,"about_ca_topic_score_gemma":0.003574089,"domain_scores_codex":[0.9988046,0.000195838,0.00007955177,0.0002661406,0.0004811464,0.0001728085],"domain_scores_gemma":[0.9984633,0.0001959577,0.00008491441,0.0003927573,0.0006052385,0.0002579547],"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":[0.0001958397,0.00005478237,0.0006307936,0.0003595194,0.00001560989,0.0004996406,0.0008402239,0.0001680982,0.001764726,0.05974849,0.7580516,0.1776708],"study_design_scores_gemma":[0.000003371273,0.00001013025,0.0001870543,0.00005488185,0.000003163978,0.0001670984,0.0001351427,0.00003223772,0.0003308801,0.002036811,0.9970334,0.000005843041],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002060937,0.001950573,0.004215139,0.006645931,0.008298309,0.0001395001,0.002010488,0.002101572,0.9725775],"genre_scores_gemma":[0.01490568,0.001441284,0.001805909,0.002350875,0.001131042,0.00008259647,0.00186037,0.001005891,0.9754164],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6207599,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00815772069771078,"score_gpt":0.2283845285000624,"score_spread":0.2202268078023516,"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."}}