{"id":"W2030831602","doi":"10.1145/2663887.2663902","title":"ACH Walkthrough","year":2014,"lang":"en","type":"article","venue":"","topic":"Data Visualization and Analytics","field":"Computer Science","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"Natural Sciences and Engineering Research Council of Canada; Government of Canada","keywords":"Software walkthrough; Computer science; JavaScript; HTML5; Software deployment; Cognitive walkthrough; Flexibility (engineering); Software; Visualization; Reflection (computer programming); Human–computer interaction; Usability; World Wide Web; Software engineering; Software development; Pluralistic walkthrough; Software construction; Artificial intelligence; Operating system","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008899526,0.00002841906,0.00003394188,0.00001813301,0.00002884855,0.00008728084,0.0003493296,0.00001086559,0.00008291771],"category_scores_gemma":[0.00002392434,0.00002223966,0.00001221785,0.0001367804,0.00000736647,0.0002213598,0.00009437116,0.00001573076,0.0004720493],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000002836221,"about_ca_system_score_gemma":0.000006011826,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004670281,"about_ca_topic_score_gemma":0.000001976864,"domain_scores_codex":[0.9996852,0.00001346817,0.00005458916,0.00009696696,0.00008110233,0.00006866825],"domain_scores_gemma":[0.9996662,0.00001469867,0.00001168294,0.0002571903,0.00001957297,0.00003067975],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[3.580612e-8,0.000008204309,0.00009194462,8.04635e-7,8.643196e-7,1.393665e-7,0.00002702204,0.000005730653,0.00001984623,0.963631,0.019611,0.01660336],"study_design_scores_gemma":[0.00007543942,0.00001350897,0.0002542208,0.000001216524,6.894796e-7,0.000001275608,0.000004204167,0.4702682,0.0006497707,0.007296518,0.5213763,0.00005865136],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.00007843661,0.000001760711,0.9032751,0.001126808,0.00007507713,0.000008901186,1.562547e-7,0.0001155609,0.09531817],"genre_scores_gemma":[0.8272322,0.000008228745,0.1414087,0.01123715,0.0001025439,0.000001294992,0.000008993277,0.00000529719,0.01999556],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9563345,"threshold_uncertainty_score":0.6067396,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01997861053427115,"score_gpt":0.2929082402569325,"score_spread":0.2729296297226613,"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."}}