{"id":"W2230406375","doi":"","title":"Multimodal Software for Affective Education: UI Design","year":2015,"lang":"en","type":"article","venue":"EdMedia: World Conference on Educational Media and Technology","topic":"Hearing Impairment and Communication","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Carleton University","funders":"","keywords":"Software; Computer science; Human–computer interaction; Affect (linguistics); Psychology; Communication; Programming language","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":[0.00115839,0.0006713427,0.0003412791,0.0004089107,0.0003477542,0.001898024,0.001033483,0.000780124,0.02713003],"category_scores_gemma":[0.004095584,0.0003975798,0.0005796913,0.0002166609,0.0003174561,0.0009405871,0.001954114,0.0006904842,0.003009262],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002560958,"about_ca_system_score_gemma":0.0003259124,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004932228,"about_ca_topic_score_gemma":0.0006467403,"domain_scores_codex":[0.9994098,0.0002352945,0.00005313497,0.00006164264,0.0001886543,0.00005160362],"domain_scores_gemma":[0.999102,0.0004201024,0.00003462485,0.0001334994,0.0002154426,0.00009434638],"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":[0.000962888,0.0005827032,0.00254342,0.0009600657,0.0001196905,0.000423051,0.003692672,0.006627588,0.1798419,0.02442105,0.02551979,0.7543052],"study_design_scores_gemma":[0.0007958307,0.003064593,0.01532456,0.001049383,0.0006427812,0.002474379,0.002731728,0.3407679,0.1986024,0.03506173,0.3990772,0.0004075675],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.03861892,0.0005108413,0.9399334,0.0003084489,0.0002086093,0.0003637985,0.0002393524,0.009698093,0.01011853],"genre_scores_gemma":[0.4410744,0.0006408794,0.5184156,0.0004618653,0.0001347345,0.001382177,0.0005998355,0.004498073,0.03279242],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.02713003,"threshold_uncertainty_score":0.09075904,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09919263032733876,"score_gpt":0.3577791454827888,"score_spread":0.2585865151554501,"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."}}