{"id":"W7070801830","doi":"","title":"Proceedings of the International Workshop on Ubiquitous and Decentralized User Modeling:in conjunction with 11th International Conference on User Modeling, UM 2007. Corfu, Greece, June 26th, 2007","year":2007,"lang":"en","type":"article","venue":"VBN Forskningsportal (Aalborg Universitet)","topic":"Persona Design and Applications","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Saskatchewan","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Conjunction (astronomy); User interface; User needs; Key (lock)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006470187,0.001305521,0.001872891,0.0008613298,0.00151453,0.004770977,0.002034481,0.001659216,0.01897427],"category_scores_gemma":[0.008447615,0.0009607322,0.001275442,0.0008625909,0.001165278,0.005859575,0.003795395,0.003109504,0.005339144],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001319699,"about_ca_system_score_gemma":0.00298915,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01028943,"about_ca_topic_score_gemma":0.02069214,"domain_scores_codex":[0.9969415,0.001527728,0.0001887987,0.0004822549,0.0006393571,0.0002202406],"domain_scores_gemma":[0.9950837,0.00168844,0.000102323,0.001440025,0.001147767,0.0005376477],"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":[0.001121138,0.001092492,0.005468418,0.0006613351,0.000324093,0.0005828336,0.003428822,0.01182931,0.01069419,0.05393248,0.3472963,0.5635687],"study_design_scores_gemma":[0.0001239898,0.0004066397,0.00681997,0.0006451483,0.0003847446,0.001308769,0.001904207,0.1709706,0.01670497,0.0847262,0.7158421,0.0001627853],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.01409996,0.008983168,0.9339886,0.007116205,0.004241857,0.0004151631,0.0009559965,0.003295756,0.02690341],"genre_scores_gemma":[0.2370387,0.01928261,0.6185262,0.002407296,0.002566356,0.0008734082,0.008519501,0.001880968,0.1089049],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01897427,"threshold_uncertainty_score":0.06347525,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02608179282496649,"score_gpt":0.2375327091381344,"score_spread":0.2114509163131679,"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."}}