{"id":"W2964429872","doi":"","title":"A Usability Study of an Interactive Auditory Display for Supporting Learning of Molecular Structure","year":2019,"lang":"en","type":"article","venue":"EdMedia + Innovate Learning","topic":"Educational Environments and Student Outcomes","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Algoma University","funders":"","keywords":"Usability; Human–computer interaction; Computer science; Auditory display; Multimedia","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":[],"consensus_categories":[],"category_scores_codex":[0.001150488,0.0001144347,0.0002795356,0.00009321013,0.0002043051,0.00002280781,0.0002304881,0.00007047223,0.0003353618],"category_scores_gemma":[0.001264038,0.0001083227,0.00005489333,0.0002590194,0.0001202766,0.0002404918,0.00007250249,0.0003750391,0.000003083163],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008503148,"about_ca_system_score_gemma":0.0001076873,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003136885,"about_ca_topic_score_gemma":0.00007454577,"domain_scores_codex":[0.9982038,0.00033208,0.0004348575,0.0002758568,0.0005076258,0.0002458208],"domain_scores_gemma":[0.9986187,0.000463814,0.0005629651,0.0001438752,0.0001602742,0.00005037065],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000448755,0.0003130264,0.8905999,0.00004194324,0.00007383889,8.287015e-7,0.08588734,0.003388463,0.01549875,0.001250181,0.00000836341,0.002892462],"study_design_scores_gemma":[0.001283166,0.001184863,0.6949206,0.00005367121,0.00005064056,3.83609e-7,0.2932819,0.0005768231,0.001630723,0.0007269256,0.005972967,0.0003173377],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977779,0.000006984188,0.00007682307,0.0001628307,0.0007499454,0.0005845421,0.000004031243,0.00001919085,0.0006177555],"genre_scores_gemma":[0.9987881,0.00000149051,0.0003423061,0.00002111881,0.0001879607,0.00001681189,0.00002490936,0.00001558795,0.0006017409],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2073946,"threshold_uncertainty_score":0.4417273,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01043761521188554,"score_gpt":0.3521611651971248,"score_spread":0.3417235499852393,"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."}}