{"id":"W2401880028","doi":"","title":"A Framework for Capturing Distinguishing User Interaction Behaviors in Novel Interfaces.","year":2011,"lang":"en","type":"article","venue":"Educational Data Mining","topic":"Data Visualization and Analytics","field":"Computer Science","cited_by":33,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Computer science; Human–computer interaction; User interface; Operating system","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":[0.00272304,0.0013343,0.0005608487,0.004602515,0.001076979,0.003666629,0.001467579,0.001582148,0.003146012],"category_scores_gemma":[0.01429033,0.0006149735,0.001108793,0.002141456,0.001291167,0.00425818,0.002080951,0.001880545,0.001604596],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007991148,"about_ca_system_score_gemma":0.001595037,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007723513,"about_ca_topic_score_gemma":0.01045848,"domain_scores_codex":[0.9976308,0.0006086243,0.0002377545,0.00053474,0.0008123186,0.00017581],"domain_scores_gemma":[0.9938231,0.002108765,0.0008617503,0.00103293,0.001728475,0.0004449292],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0009637135,0.001191307,0.03366049,0.001624167,0.0003935578,0.0005571528,0.008815954,0.01027622,0.09316141,0.1279491,0.03420753,0.6871995],"study_design_scores_gemma":[0.0001426933,0.001135053,0.049157,0.0009859855,0.0004705217,0.00206251,0.004403534,0.5783465,0.04705023,0.2094694,0.1063027,0.0004738075],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01723925,0.0007154751,0.9672226,0.0004896641,0.00007830087,0.000669233,0.001816726,0.006881339,0.004887522],"genre_scores_gemma":[0.1804579,0.0003484941,0.8135093,0.00022029,0.00004624586,0.0009631761,0.001660684,0.0002206197,0.002573329],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.007723513,"threshold_uncertainty_score":0.01535714,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.231727243849435,"score_gpt":0.4164599005711527,"score_spread":0.1847326567217178,"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."}}