{"id":"W600097623","doi":"","title":"Proceedings : IEEE ICCV workshop on recognition, analysis, and tracking of faces and gestures in real-time systems, 13 July 2001, Vancouver, B.C., Canada","year":2001,"lang":"en","type":"book","venue":"IEEE Computer Society Press eBooks","topic":"Hand Gesture Recognition Systems","field":"Computer Science","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Gesture; Facial recognition system; Face (sociological concept); Facial expression; Gesture recognition; Computer science; Artificial intelligence; Computer vision; Speech recognition; Pattern recognition (psychology); Sociology","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007240483,0.0007857915,0.001605702,0.0003337286,0.0001837966,0.0005253748,0.0008479902,0.0007147769,0.000001400398],"category_scores_gemma":[0.00001201467,0.0007618106,0.0002964014,0.0002483918,0.0001585895,0.0002946612,0.0002113034,0.0007832619,0.00000156371],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003296578,"about_ca_system_score_gemma":0.0006023964,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.04477609,"about_ca_topic_score_gemma":0.07099275,"domain_scores_codex":[0.9956142,0.0001572187,0.001176484,0.001411813,0.0009740329,0.000666216],"domain_scores_gemma":[0.9968795,0.0006109471,0.001040884,0.0005377012,0.0006317361,0.0002992783],"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":[0.00003584305,0.0001044236,0.0001637796,0.002149693,0.002451383,0.0001030967,0.007256712,0.001090811,0.0000977366,0.00009009558,0.9341606,0.05229576],"study_design_scores_gemma":[0.007790408,0.0008957061,0.002088582,0.02542857,0.003383133,0.0004719157,0.0006699264,0.2141062,0.001867299,0.001987656,0.7321755,0.009135089],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.03414397,0.01407654,0.2265946,0.0003509422,0.02811704,0.01659497,0.001853112,0.002610071,0.6756588],"genre_scores_gemma":[0.03664387,0.01448388,0.03372601,0.002195288,0.007219801,0.001037491,0.0003145379,0.0006248055,0.9037543],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2280955,"threshold_uncertainty_score":0.9994833,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03123194958887891,"score_gpt":0.23618326953968,"score_spread":0.2049513199508011,"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."}}