{"id":"W1966971817","doi":"10.1145/2379057.2379065","title":"Think aloud","year":2012,"lang":"en","type":"article","venue":"","topic":"Usability and User Interface Design","field":"Computer Science","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"University of Guelph","keywords":"Usability; Think aloud protocol; Computer science; Psychology; Pluralistic walkthrough; Human–computer interaction; Applied psychology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.006220836,0.001980012,0.0007946509,0.001627132,0.001202892,0.002786242,0.001491026,0.001527822,0.03455946],"category_scores_gemma":[0.03201194,0.0005205761,0.0008799118,0.0009643597,0.001041595,0.00222186,0.001963052,0.002301767,0.0268723],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000706847,"about_ca_system_score_gemma":0.002158035,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000866234,"about_ca_topic_score_gemma":0.001077362,"domain_scores_codex":[0.9901742,0.004102161,0.0008362856,0.001664049,0.002869989,0.0003532913],"domain_scores_gemma":[0.9764783,0.01179912,0.0008734178,0.002935684,0.007432864,0.0004806719],"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":[0.002252379,0.001348877,0.002157229,0.003853561,0.0001488625,0.0003279299,0.04497508,0.001707563,0.1036904,0.01213982,0.103859,0.7235392],"study_design_scores_gemma":[0.0005660948,0.001945493,0.003665806,0.001207223,0.0001545247,0.0008044242,0.0106586,0.007314046,0.08544031,0.03121563,0.8566259,0.0004019433],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.07438704,0.001362008,0.7084938,0.002668368,0.003869549,0.01256001,0.007048242,0.01880856,0.1708023],"genre_scores_gemma":[0.2366728,0.00169641,0.6417933,0.002810667,0.0006512307,0.01244734,0.006182285,0.003480047,0.09426602],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.03455946,"threshold_uncertainty_score":0.1156129,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0367297800108757,"score_gpt":0.259320015555083,"score_spread":0.2225902355442073,"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."}}