{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009566454,0.001127716,0.001166467,0.0006712296,0.002442427,0.002581659,0.001417259,0.003123314,0.0127186],"category_scores_gemma":[0.01547748,0.0008474709,0.0007080602,0.0005435878,0.001743799,0.002661052,0.002094928,0.002784672,0.001337034],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000546183,"about_ca_system_score_gemma":0.001176062,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005797858,"about_ca_topic_score_gemma":0.0006516007,"domain_scores_codex":[0.9950314,0.002260763,0.000510632,0.0007955207,0.0006723764,0.000729373],"domain_scores_gemma":[0.9640787,0.02640301,0.001707233,0.002705248,0.001984645,0.003121067],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"nonrandomized_trial","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.06213808,0.4450721,0.03679447,0.003035874,0.0003176038,0.003845288,0.1978316,0.002785165,0.1565459,0.006454069,0.004598827,0.08058117],"study_design_scores_gemma":[0.05357298,0.6288249,0.1617458,0.0004188039,0.0006864792,0.001469823,0.0460129,0.00965722,0.0490054,0.01234881,0.0354784,0.0007783326],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9937599,0.00003692031,0.00103933,0.0001441116,0.00005255598,0.00249172,0.0001368693,0.0000262284,0.002312203],"genre_scores_gemma":[0.9725006,0.0001123075,0.008159269,0.0006786603,0.000124491,0.01164648,0.0003284818,0.00002764641,0.006421971],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0127186,"threshold_uncertainty_score":0.05059284,"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."}}