{"id":"W4241382423","doi":"10.32920/ryerson.14653050.v1","title":"Actibles: design and development of a new platform for active tangibles","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Interactive and Immersive Displays","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Computer science; Set (abstract data type); Embodied cognition; Human–computer interaction; Smartwatch; Software; Wearable computer; Embedded system; Operating system; Artificial intelligence","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":[0.001188464,0.0009278061,0.0004186651,0.0007069959,0.0006193657,0.002526065,0.002809078,0.001223249,0.01132958],"category_scores_gemma":[0.001536712,0.0009351207,0.0007565962,0.0003268269,0.001049691,0.00307855,0.003261919,0.001653867,0.003143009],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004335368,"about_ca_system_score_gemma":0.001003114,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005617587,"about_ca_topic_score_gemma":0.0007026266,"domain_scores_codex":[0.9987218,0.0001531234,0.00007374906,0.0001748257,0.000715752,0.0001607816],"domain_scores_gemma":[0.9993033,0.0001637082,0.00006637674,0.0001371828,0.0001615588,0.0001678129],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0005991861,0.000517722,0.00195404,0.001969953,0.0001378591,0.002288815,0.003480347,0.03257497,0.3309573,0.2340939,0.01629386,0.3751321],"study_design_scores_gemma":[0.000274017,0.001369713,0.001462711,0.000449478,0.0001734968,0.001824608,0.0009523544,0.1565879,0.2151067,0.01830607,0.6032501,0.0002427678],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.0223391,0.0004548054,0.9536848,0.0002731218,0.0003059925,0.000455376,0.0001323189,0.004396689,0.01795773],"genre_scores_gemma":[0.1439964,0.0007486447,0.8223463,0.0001816293,0.00005212574,0.000856843,0.0003604615,0.00110009,0.03035748],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01132958,"threshold_uncertainty_score":0.03790128,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08160590941911516,"score_gpt":0.3080382641412051,"score_spread":0.2264323547220899,"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."}}