{"id":"W4286973834","doi":"","title":"Foundations for an Ontology of Nudges","year":2021,"lang":"en","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Modeling, Simulation, and Optimization","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Nudge theory; Ontology; Computer science; Information retrieval; Epistemology; Psychology; Philosophy; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005508624,0.0009133514,0.001149954,0.0041127,0.005890971,0.009740128,0.003540387,0.003901979,0.01204001],"category_scores_gemma":[0.008641935,0.001478784,0.002683725,0.004800641,0.0139377,0.02190958,0.006146126,0.006162236,0.002201092],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004187176,"about_ca_system_score_gemma":0.002975522,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009225892,"about_ca_topic_score_gemma":0.007263741,"domain_scores_codex":[0.9954652,0.002030368,0.0004062479,0.0009436192,0.0007326388,0.0004219386],"domain_scores_gemma":[0.9936153,0.002679714,0.0003432933,0.001517424,0.001206649,0.0006376648],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00000140746,0.000002511267,0.00003754661,0.000007705192,0.000001405537,0.00001360787,0.0001656566,0.0001478534,0.00002424577,0.9983217,0.0003135451,0.0009628556],"study_design_scores_gemma":[0.000005064827,0.000002796359,0.00005525406,0.00002448636,0.000005191309,0.00005469111,0.000234006,0.0015736,0.00005035999,0.9708551,0.0271333,0.000006069047],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.009337292,0.001439497,0.90569,0.004828766,0.0003646034,0.0001335528,0.0006035287,0.0004988911,0.07710388],"genre_scores_gemma":[0.3484394,0.002793276,0.6138185,0.001538899,0.0008147437,0.0007442408,0.001708193,0.0006924429,0.02945034],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01204001,"threshold_uncertainty_score":0.0402779,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06548455014730517,"score_gpt":0.3208860621172676,"score_spread":0.2554015119699624,"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."}}