{"id":"W2106311469","doi":"10.1145/1753326.1753534","title":"Why it's quick to be square","year":2010,"lang":"en","type":"article","venue":"","topic":"Usability and User Interface Design","field":"Computer Science","cited_by":38,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; University of Saskatchewan","funders":"","keywords":"Computer science; Square (algebra); Grid; Perspective (graphical); Human–computer interaction; Dominance (genetics); Crossover; Empirical research; Artificial intelligence; Mathematics; Statistics","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":[0.0002267665,0.00008249395,0.00008044329,0.00004597837,0.00006187015,0.0001775,0.0009663121,0.00005428055,0.0006818775],"category_scores_gemma":[0.00007544016,0.00006859178,0.00004020641,0.0002109716,0.00002135001,0.0003373782,0.0002169719,0.0001514862,0.0006952665],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009260854,"about_ca_system_score_gemma":0.0000290869,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001853216,"about_ca_topic_score_gemma":0.001862598,"domain_scores_codex":[0.9991769,0.00002467564,0.0001193018,0.00029977,0.0001716304,0.0002077472],"domain_scores_gemma":[0.9989605,0.00007154234,0.00001388148,0.0007308594,0.00007600558,0.0001471999],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000009173792,0.0001728279,0.001165037,0.00001424692,0.000009610598,0.000007560892,0.004621255,0.0000383927,0.02575554,0.1510899,0.8052696,0.01184682],"study_design_scores_gemma":[0.0001140969,0.0001633344,0.001245241,0.000004568199,0.000001556457,0.000008208357,0.00008940051,0.004648677,0.03475325,0.002941506,0.95582,0.0002101285],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1299389,0.00000266212,0.7146841,0.1348803,0.001025147,0.000180067,0.000001458292,0.0002960972,0.01899131],"genre_scores_gemma":[0.8239681,3.127973e-7,0.1117328,0.06125945,0.00007252527,0.00001512361,4.433969e-7,0.000006325124,0.002945028],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6940291,"threshold_uncertainty_score":0.8936476,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03683536807242901,"score_gpt":0.2795392973595111,"score_spread":0.242703929287082,"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."}}