{"id":"W4403530911","doi":"10.1145/3686169.3686171","title":"Whose Values Matter in Persuasive Writing Tools?","year":2024,"lang":"en","type":"article","venue":"","topic":"Digital Communication and Language","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Persuasive technology; Computer science; Persuasion; 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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001281315,0.00004669387,0.00004560055,0.00007540776,0.00001959479,0.000813544,0.0004731402,0.00001553067,0.0002232663],"category_scores_gemma":[0.00001356483,0.00003866879,0.00002733687,0.0002184843,0.00001307746,0.0009489523,0.0002443699,0.00007731451,0.001046531],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000184923,"about_ca_system_score_gemma":0.00001619989,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002362933,"about_ca_topic_score_gemma":0.00001084627,"domain_scores_codex":[0.9995542,0.00002358132,0.00009779415,0.000142536,0.00007896534,0.0001028861],"domain_scores_gemma":[0.9995272,0.000103162,0.000006671513,0.000328195,0.00001085652,0.00002389366],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[7.606061e-7,0.000036658,0.0008524485,0.00002724922,0.000006557893,0.00007218425,0.004111891,0.000006164745,0.0002230053,0.8294623,0.006873984,0.1583268],"study_design_scores_gemma":[0.001201083,0.0002347616,0.09410388,0.001350546,0.00001315105,0.0002652929,0.01449093,0.2765585,0.006971928,0.08030668,0.5222809,0.002222379],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02633498,0.0006533735,0.01534573,0.005134876,0.00006583711,0.00005594726,7.614676e-7,0.0002534897,0.952155],"genre_scores_gemma":[0.9863192,0.000006237561,0.005261717,0.001864282,0.000009624221,0.000005258314,0.000001538446,0.000003837777,0.006528233],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9599843,"threshold_uncertainty_score":0.9997312,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02255691903540945,"score_gpt":0.2854622694349705,"score_spread":0.262905350399561,"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."}}