{"id":"W1098745260","doi":"10.4018/ijssci.2014100101","title":"Human Cognition in Automated Truing Test Design","year":2014,"lang":"en","type":"article","venue":"International Journal of Software Science and Computational Intelligence","topic":"User Authentication and Security Systems","field":"Computer Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Computer science; CAPTCHA; The Internet; Usability; World Wide Web; Readability; Web service; Computer security; Human–computer interaction","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":[0.01536505,0.0009507661,0.0005777726,0.002094834,0.0008434448,0.005536761,0.001902227,0.001692035,0.005604268],"category_scores_gemma":[0.08584567,0.0004919228,0.0007155737,0.0007115161,0.005244371,0.003832629,0.001567835,0.001093929,0.00074302],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003029259,"about_ca_system_score_gemma":0.002111547,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006122215,"about_ca_topic_score_gemma":0.003741242,"domain_scores_codex":[0.9803647,0.01524153,0.000647419,0.001374728,0.001846356,0.0005252413],"domain_scores_gemma":[0.932588,0.0557417,0.002755931,0.003859274,0.004121543,0.0009334714],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0009386406,0.0009894219,0.03216499,0.001287608,0.000349811,0.0005830181,0.0129166,0.06906514,0.01408655,0.1266992,0.006535832,0.7343832],"study_design_scores_gemma":[0.000576009,0.002046739,0.04249031,0.0005862964,0.0002700285,0.001138013,0.007925157,0.456234,0.01952293,0.4364535,0.03233558,0.0004214208],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2209642,0.001989288,0.711573,0.002871915,0.0001736144,0.0009000951,0.00009727003,0.001984533,0.05944609],"genre_scores_gemma":[0.8735944,0.000281479,0.1235951,0.0003931376,0.00003508189,0.0002886007,0.00006649797,0.00008139129,0.001664227],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01536505,"threshold_uncertainty_score":0.08125913,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03175677535882087,"score_gpt":0.3186879811740916,"score_spread":0.2869312058152707,"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."}}