{"id":"W2794177234","doi":"10.1145/3173225.3173332","title":"Deformable Controllers","year":2018,"lang":"en","type":"article","venue":"","topic":"Interactive and Immersive Displays","field":"Computer Science","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Gesture; Computer science; Human–computer interaction; Studio; Session (web analytics); Creativity; Multimedia; Input device; Artificial intelligence; Computer hardware; World Wide Web; Psychology; Telecommunications","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":[0.0002049782,0.0008201028,0.0002875378,0.0003365669,0.0003785444,0.001112607,0.001090824,0.0009398315,0.03549328],"category_scores_gemma":[0.000643282,0.0003369066,0.0004240816,0.0002669109,0.0004374407,0.001122953,0.001138179,0.0007745867,0.004397002],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003206285,"about_ca_system_score_gemma":0.0002494229,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004587762,"about_ca_topic_score_gemma":0.0005787494,"domain_scores_codex":[0.9995742,0.00002175631,0.00001923288,0.0001162613,0.0002270948,0.00004137573],"domain_scores_gemma":[0.9997622,0.00004672742,0.00003503906,0.00007059729,0.00004762114,0.00003770924],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0003471258,0.000148644,0.0006218604,0.000848093,0.00004341824,0.0006192355,0.0004678797,0.01267881,0.5914383,0.05814672,0.01624564,0.3183944],"study_design_scores_gemma":[0.0001245788,0.0006477258,0.002911045,0.0001195674,0.00007274754,0.001801018,0.000228972,0.04910928,0.2873919,0.007747722,0.6496846,0.00016088],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1105729,0.003918478,0.5613058,0.000735616,0.001923618,0.0008552089,0.001987135,0.008866882,0.3098344],"genre_scores_gemma":[0.5405604,0.002266205,0.2429242,0.0007068271,0.0001745023,0.0006051768,0.001792784,0.0007472566,0.2102227],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03549328,"threshold_uncertainty_score":0.1187369,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006743735074565727,"score_gpt":0.2362672744467906,"score_spread":0.2295235393722249,"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."}}