{"id":"W4399667922","doi":"10.1145/3628516.3661603","title":"From Wrist to Heart: The Impact of Interactive Wristbands for Inclusive Learning Environments","year":2024,"lang":"en","type":"article","venue":"","topic":"Education and Technology Integration","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Computer science; Human–computer interaction; Wrist; Multimedia; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002005334,0.00004235308,0.00005800818,0.00004851023,0.0002005335,0.00004032163,0.00009912485,0.00004864246,0.0007073671],"category_scores_gemma":[0.0002688196,0.00002613716,0.0000659772,0.0001254922,0.00008848596,0.00008448119,0.00002395462,0.0001054321,0.0000720954],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001686447,"about_ca_system_score_gemma":0.00009176521,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008405287,"about_ca_topic_score_gemma":0.000537459,"domain_scores_codex":[0.9995979,0.00005157901,0.0000850657,0.0001014834,0.00008015829,0.00008381721],"domain_scores_gemma":[0.9995024,0.0003618342,0.00002413446,0.00006355262,0.0000211235,0.00002695141],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001273211,0.0002759098,0.0243611,0.000009192376,0.0004665104,0.000001004747,0.5982807,0.0002369746,0.03350843,0.098483,0.1680007,0.0762491],"study_design_scores_gemma":[0.0001879257,0.0004706822,0.01686813,0.00006466865,0.00003905812,5.16922e-7,0.2487476,0.001411033,0.01473242,0.02631613,0.6909736,0.0001881976],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9388278,0.0000770246,0.009642416,0.02757366,0.0003918779,0.0004396668,0.0000232721,0.00008145809,0.02294288],"genre_scores_gemma":[0.9943398,0.000008715051,0.0002669519,0.0001061101,0.0001141606,0.00003672731,0.00001085998,0.000003981453,0.005112758],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5229729,"threshold_uncertainty_score":0.9981979,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01477456946464657,"score_gpt":0.4056518040772853,"score_spread":0.3908772346126387,"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."}}