{"id":"W2929309453","doi":"10.1007/978-3-030-17287-9_24","title":"Exploring the Effectiveness of Socially-Oriented Persuasive Strategies in Education","year":2019,"lang":"en","type":"book-chapter","venue":"Lecture notes in computer science","topic":"Impact of Technology on Adolescents","field":"Social Sciences","cited_by":26,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Persuasive technology; Operationalization; Preference; Class (philosophy); Computer science; Mathematics education; Psychology; Persuasion; Knowledge management; Social psychology; Artificial intelligence","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":[0.002150737,0.0002245339,0.0003440008,0.0005027449,0.0002765291,0.0001197676,0.001221275,0.0002470405,0.000009463946],"category_scores_gemma":[0.0004347681,0.0001866478,0.00007787794,0.0005732641,0.002022533,0.0005362683,0.000247257,0.0006686479,0.000009842831],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007080371,"about_ca_system_score_gemma":0.004332994,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009300797,"about_ca_topic_score_gemma":0.001972503,"domain_scores_codex":[0.9979359,0.0002004303,0.0002626032,0.00049902,0.0006898168,0.000412231],"domain_scores_gemma":[0.9982899,0.0007890646,0.0002250172,0.0004154615,0.0002375652,0.00004292723],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00009378603,0.0001643051,0.007052716,0.0002625138,0.00002603102,0.00001023687,0.02701075,0.004391414,0.0005259978,0.4319694,0.00000744005,0.5284854],"study_design_scores_gemma":[0.001572735,0.0005874308,0.140818,0.009351017,0.00005707235,0.00001118307,0.001582296,0.001490464,0.006276707,0.8345071,0.00180247,0.001943549],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4057003,0.001503142,0.4528048,0.00392034,0.02261882,0.006538644,0.00001834997,0.000386846,0.1065088],"genre_scores_gemma":[0.9975825,0.0001007577,0.001864813,0.0001086747,0.0001794464,0.0000138892,0.000001803539,0.00001616974,0.0001319758],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5918822,"threshold_uncertainty_score":0.7686546,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0305292844613045,"score_gpt":0.3076757989899815,"score_spread":0.277146514528677,"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."}}