{"id":"W1988641178","doi":"10.1145/2677199.2687897","title":"PhonoBlocks","year":2015,"lang":"en","type":"article","venue":"","topic":"Tactile and Sensory Interactions","field":"Neuroscience","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Modalities; Computer science; Dyslexia; Reading (process); Population; Human–computer interaction; Interface (matter); Decoding methods; Multimedia; Cognitive psychology; Psychology; Linguistics; Telecommunications","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":[0.000293684,0.0006728025,0.0002885206,0.0003644399,0.0002330914,0.0009230803,0.001078028,0.000667268,0.0199744],"category_scores_gemma":[0.001837857,0.0002659984,0.0003675936,0.0001730707,0.0004796546,0.001121209,0.001718477,0.0004843587,0.004084018],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002100697,"about_ca_system_score_gemma":0.0003774866,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001221008,"about_ca_topic_score_gemma":0.002124632,"domain_scores_codex":[0.9996977,0.00003178085,0.00003120833,0.000082062,0.0001135322,0.00004375622],"domain_scores_gemma":[0.9994055,0.0002379502,0.00006843756,0.000105806,0.00009306283,0.00008934363],"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":[0.001754464,0.0002214397,0.009503582,0.002561342,0.000101191,0.002981502,0.002947959,0.001247556,0.1850829,0.01453226,0.06659379,0.7124721],"study_design_scores_gemma":[0.0004512328,0.004704672,0.05568223,0.0009219135,0.0004833244,0.02249149,0.001719955,0.01917697,0.1500097,0.01069491,0.7332084,0.000455092],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2797374,0.004738193,0.4698789,0.001169101,0.0006669836,0.002096803,0.007462354,0.09084153,0.1434087],"genre_scores_gemma":[0.7069036,0.001623732,0.1813516,0.001018031,0.00007422393,0.0008971646,0.003826701,0.002462943,0.101842],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0199744,"threshold_uncertainty_score":0.06682104,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1242860606163372,"score_gpt":0.3212576986983089,"score_spread":0.1969716380819718,"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."}}