{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000007237666,0.00002638101,0.00002562319,0.00002030299,0.00002562083,0.00001774229,0.00005117236,0.00001091641,0.0004563477],"category_scores_gemma":[0.0001954548,0.0000208191,0.00001406836,0.00005738426,0.0000119418,0.00009925063,0.0000108047,0.00004249813,0.002442126],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00000986735,"about_ca_system_score_gemma":0.00001285355,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002350758,"about_ca_topic_score_gemma":0.000006464075,"domain_scores_codex":[0.9997295,0.00001285004,0.00004044156,0.00008290666,0.00006616175,0.00006815802],"domain_scores_gemma":[0.9997832,0.00004244097,0.000008745775,0.00008941656,0.00001132226,0.00006492122],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00002131624,0.00009400645,0.0002561075,6.559063e-7,0.000001263922,0.00003192254,0.0006019244,0.00004913301,0.8118824,0.01652003,0.1670772,0.003464096],"study_design_scores_gemma":[0.00007214773,0.00001559692,0.00001528949,3.573452e-7,6.135513e-7,0.0000334639,0.0001228666,0.0002500811,0.7024665,0.0004366275,0.2965559,0.00003051846],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3583485,4.756238e-7,0.0002345573,0.0005702359,0.0004065248,0.00002337465,7.921125e-7,0.0000943928,0.6403211],"genre_scores_gemma":[0.9613839,7.658604e-7,0.0000701921,0.001594198,0.0000446197,0.00000172341,9.068644e-8,0.000002667503,0.03690187],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6034193,"threshold_uncertainty_score":0.9983346,"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."}}