{"id":"W4200475951","doi":"10.31219/osf.io/btvrf","title":"Simulating the best and worst of times: The powers and perils of emotional simulation","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Death Anxiety and Social Exclusion","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Social Sciences and Humanities Research Council of Canada; Natural Sciences and Engineering Research Council of Canada","keywords":"Behold; Face (sociological concept); Psychology; Social psychology; Work (physics); Computer science; Cognitive psychology; Sociology; Engineering; History; Social science","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003804007,0.0001170333,0.0002198211,0.00002537351,0.0001587619,0.00003011234,0.0001087611,0.0002189271,0.0008202799],"category_scores_gemma":[0.0001231884,0.00007121667,0.00008858019,0.00006940712,0.0002366789,0.00002777269,0.0003475642,0.000264477,0.000001779718],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009217247,"about_ca_system_score_gemma":0.00004281133,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002800941,"about_ca_topic_score_gemma":0.00002922754,"domain_scores_codex":[0.9990509,0.0001770168,0.0002829485,0.0002158516,0.0001732388,0.0001000082],"domain_scores_gemma":[0.9986975,0.000701946,0.0002070099,0.0002507707,0.000117244,0.00002555507],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0006273221,0.0009783466,0.08710999,0.001229446,0.001833709,0.00001511002,0.328488,0.2966363,0.0008643858,0.1017334,0.000695315,0.1797886],"study_design_scores_gemma":[0.003462903,0.0005456512,0.492168,0.001759317,0.000840565,0.0000317353,0.2222068,0.2448874,0.0001565653,0.02438745,0.008239706,0.001313888],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9707142,0.001594672,0.0009451785,0.0006822416,0.0003581364,0.0002984412,0.00001776614,0.000009491594,0.02537986],"genre_scores_gemma":[0.9981829,0.0001192199,0.0001511029,0.000134846,0.00009468466,0.000003800905,0.00002305771,0.00000921325,0.001281186],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.405058,"threshold_uncertainty_score":0.898149,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0322976504071928,"score_gpt":0.3434717059407491,"score_spread":0.3111740555335563,"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."}}