{"id":"W2625364330","doi":"10.1080/0020739x.2017.1339132","title":"Advanced mathematics communication beyond modality of sight","year":2017,"lang":"en","type":"article","venue":"International Journal of Mathematical Education in Science and Technology","topic":"Tactile and Sensory Interactions","field":"Neuroscience","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Sight; Embodied cognition; Modality (human–computer interaction); Visually impaired; Visualization; Blindness; Computer science; Mathematics education; Human–computer interaction; Cognitive science; Psychology; 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":[0.0002553168,0.0002376477,0.0001660363,0.000300082,0.0006647089,0.002382754,0.0002440459,0.0005834055,0.01193717],"category_scores_gemma":[0.0025817,0.00007089706,0.0001978696,0.0001463569,0.001539113,0.002474565,0.002698077,0.0007633294,0.0009840581],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003151613,"about_ca_system_score_gemma":0.000690703,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000568948,"about_ca_topic_score_gemma":0.0005724565,"domain_scores_codex":[0.9996607,0.00008188098,0.00001648959,0.00005255768,0.0001328786,0.00005553357],"domain_scores_gemma":[0.9992848,0.0003657922,0.00007565141,0.00007954905,0.0001129954,0.00008116676],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000578298,0.0002760899,0.01219217,0.001394468,0.00003946569,0.005542142,0.09168743,0.001751041,0.1700644,0.2408381,0.009341474,0.466295],"study_design_scores_gemma":[0.0000962599,0.001490644,0.05842707,0.00169279,0.0001095926,0.02270373,0.08289,0.008100851,0.08912848,0.2102947,0.5248221,0.0002438389],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6177115,0.002557725,0.04888124,0.00361537,0.0004431417,0.00005887457,0.000109225,0.0003052056,0.3263177],"genre_scores_gemma":[0.978314,0.0006650973,0.003925483,0.000226321,0.00003983515,0.00001994026,0.000015378,0.00001870397,0.01677526],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01193717,"threshold_uncertainty_score":0.0399338,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03265176315861144,"score_gpt":0.3914724226007092,"score_spread":0.3588206594420977,"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."}}