{"id":"W4387801277","doi":"10.1145/3586183.3606713","title":"Transferable Microgestures Across Hand Posture and Location Constraints: Leveraging the Middle, Ring, and Pinky Fingers","year":2023,"lang":"en","type":"article","venue":"","topic":"Tactile and Sensory Interactions","field":"Neuroscience","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Computer science; Leverage (statistics); Middle finger; Thumb; Artificial intelligence; Gesture; Computer vision; Human–computer interaction; Anatomy; Medicine","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":[0.0002141534,0.0006707151,0.0002927905,0.0002808459,0.0002347409,0.0006023005,0.0005955546,0.0004684281,0.003398829],"category_scores_gemma":[0.001001397,0.0002612324,0.0003116921,0.0001521567,0.0003855237,0.000917025,0.0009188678,0.0003452924,0.0006711864],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001373322,"about_ca_system_score_gemma":0.0001851668,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003614839,"about_ca_topic_score_gemma":0.001078223,"domain_scores_codex":[0.9998029,0.0000182128,0.00001876658,0.00005272877,0.00006691758,0.00004056632],"domain_scores_gemma":[0.9995395,0.0001375194,0.00008905122,0.0001111355,0.00005503129,0.0000677612],"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":[0.00019357,0.00007386368,0.0007365983,0.0002332259,0.0000203261,0.0004408908,0.0001495852,0.001093665,0.9500636,0.0002678598,0.0004412312,0.0462856],"study_design_scores_gemma":[0.00008871235,0.003496805,0.0306554,0.0001691665,0.0001809026,0.005084358,0.0005675788,0.01711144,0.9170254,0.001267244,0.02419491,0.000158081],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8999469,0.001709887,0.09066424,0.0002035836,0.0001578882,0.0001327956,0.0002301404,0.001079599,0.005874986],"genre_scores_gemma":[0.9540452,0.0005255571,0.04064343,0.0001862236,0.00002536688,0.00008286831,0.00009065043,0.00008977462,0.004310925],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003398829,"threshold_uncertainty_score":0.01137024,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06294864459265566,"score_gpt":0.2919901248306565,"score_spread":0.2290414802380008,"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."}}