{"id":"W7020861799","doi":"","title":"Motion Tracking Glove for Human-Machine Interaction: Grasp & Release","year":2014,"lang":"en","type":"other","venue":"MacSphere (McMaster University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Wired glove; Microcontroller; Robotic arm; Analog signal; Robot; Wearable computer; Signal conditioning; Inertial measurement unit; SIGNAL (programming language); Accelerometer","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001906936,0.00082165,0.0007698697,0.001187149,0.0002628562,0.0001496375,0.0007533252,0.000665168,0.371737],"category_scores_gemma":[0.00005348195,0.0009779986,0.0005031849,0.0008344522,0.0001527444,0.0003789248,0.0002203007,0.0006281358,0.007068357],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007557038,"about_ca_system_score_gemma":0.00005022705,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008451582,"about_ca_topic_score_gemma":0.01162473,"domain_scores_codex":[0.9971654,0.0002802128,0.0003597468,0.001128271,0.0004074092,0.0006589722],"domain_scores_gemma":[0.9977348,0.0001055241,0.0008733938,0.0008517703,0.0001539574,0.0002805454],"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":[0.0006565006,0.0004021883,0.0005044132,0.0007715327,0.0008015612,0.00008814656,0.0002346971,0.0002585418,0.001038499,0.009043798,0.6910178,0.2951823],"study_design_scores_gemma":[0.002583084,0.0001161855,0.00006498654,0.000557891,0.0005043763,0.00001614022,0.0002204583,0.0001468137,0.00007514402,0.0001419186,0.9946343,0.0009387525],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0000331144,0.0001291353,0.04733735,0.00005944427,0.0007675528,0.001053805,0.0005749319,0.00103703,0.9490076],"genre_scores_gemma":[0.003657063,0.00001313827,0.001429059,0.00008440837,0.0009015257,0.000004518167,0.0009499497,0.001538513,0.9914218],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3646687,"threshold_uncertainty_score":0.999267,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02675791665824789,"score_gpt":0.2484801957653962,"score_spread":0.2217222791071483,"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."}}