{"id":"W2244648488","doi":"10.1145/2792989.2792993","title":"Personalized presentation builder for persuasive communication","year":2015,"lang":"en","type":"article","venue":"Communication Design Quarterly","topic":"Digital Games and Media","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University; IBM (Canada)","funders":"","keywords":"Personalization; Presentation (obstetrics); Computer science; Personality; Field (mathematics); Big Five personality traits; World Wide Web; Multimedia; Human–computer interaction; Psychology; Social psychology","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":[0.001476421,0.0001004801,0.0001382254,0.00006626543,0.0002814167,0.0002289779,0.0007358384,0.00009328906,0.000034787],"category_scores_gemma":[0.0004633401,0.0001067879,0.0000756669,0.0001853497,0.0003879036,0.0006725297,0.00002507547,0.00009608392,0.00004731127],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000146846,"about_ca_system_score_gemma":0.0002810025,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002200941,"about_ca_topic_score_gemma":0.0002598366,"domain_scores_codex":[0.9982882,0.0007952665,0.0002335296,0.0001503617,0.0003122987,0.0002203438],"domain_scores_gemma":[0.9976436,0.0007286663,0.000172499,0.0006803048,0.0005806831,0.000194213],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000217965,0.0002290838,0.000119806,0.00001287268,0.00004975634,2.904369e-7,0.3896202,0.00005278212,0.0001048568,0.2459712,0.05136254,0.3122585],"study_design_scores_gemma":[0.002031675,0.0004219917,0.000193367,0.00005032734,0.00004802596,0.000001280804,0.1255925,0.00163722,0.00005212593,0.04015462,0.8295251,0.0002918031],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01267111,0.007759269,0.4359694,0.02837801,0.0005667963,0.005745954,0.00003664207,0.0006726717,0.5082001],"genre_scores_gemma":[0.9299569,0.0003085327,0.04041591,0.0003812037,0.0001088532,0.0005971945,0.0001858077,0.00002830314,0.02801729],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9172858,"threshold_uncertainty_score":0.4354686,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1321323004514808,"score_gpt":0.379881091585327,"score_spread":0.2477487911338462,"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."}}