{"id":"W1481425904","doi":"10.28945/2944","title":"Openness to Experience: An HCI Experiment","year":2006,"lang":"en","type":"article","venue":"Informing Science and IT Education Conference","topic":"Digital Games and Media","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"","keywords":"Openness to experience; Computer science; Icon; Human–computer interaction; Interface (matter); Software; Variety (cybernetics); Personality; Construct (python library); User interface; Multimedia; Psychology; Artificial intelligence; Social psychology; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006146668,0.00008118398,0.00007879826,0.0001343007,0.0004410793,0.0008773836,0.00045029,0.00003047573,0.0001285565],"category_scores_gemma":[0.0002839496,0.00007526984,0.00001047087,0.0005568955,0.0007241491,0.002589677,0.00006478251,0.00003949363,0.00003821406],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001060734,"about_ca_system_score_gemma":0.002808888,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002443123,"about_ca_topic_score_gemma":0.0008550454,"domain_scores_codex":[0.9986458,0.00001090194,0.0001697009,0.0002572143,0.0005769559,0.0003393564],"domain_scores_gemma":[0.9989191,0.0000204687,0.00005258682,0.0001691928,0.0005005701,0.0003381278],"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":[0.00000448405,0.00009397489,0.001319569,0.000003286003,4.297018e-7,2.979694e-7,0.133711,0.000002357391,0.002150405,0.1991786,0.001416199,0.6621194],"study_design_scores_gemma":[0.00005296483,0.00005705019,0.004854806,0.00003561319,0.000001250261,0.000001656034,0.1448421,0.00003311576,0.002815373,0.0004889753,0.8466405,0.0001766474],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6204397,0.00001625288,0.00008023947,0.001662167,0.0005431095,0.0001804316,7.455861e-7,0.00002571212,0.3770516],"genre_scores_gemma":[0.9811558,0.00001558199,0.0006613654,0.001515086,0.0001799713,0.00007243628,0.00000216842,0.000002701042,0.01639496],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8452243,"threshold_uncertainty_score":0.846063,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03692053062864173,"score_gpt":0.3846479195023477,"score_spread":0.347727388873706,"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."}}