{"id":"W4313635935","doi":"10.2139/ssrn.4315474","title":"What Makes People Happy? Decoupling the Experiential-Material Continuum","year":2022,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Creativity in Education and Neuroscience","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Quest University Canada; Kellogg's (Canada); University of Toronto","funders":"","keywords":"Decoupling (probability); Experiential learning; Psychology; Aesthetics; Social psychology; Epistemology; Sociology; Engineering; Philosophy; Mathematics education","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":[0.001631397,0.0001172948,0.0001295744,0.00008094878,0.001280493,0.0003139844,0.0005263189,0.00002660272,0.004785864],"category_scores_gemma":[0.00005688431,0.00009307948,0.00009484243,0.0002632249,0.0000840788,0.0002450342,0.00009754723,0.001211749,0.00005528914],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003257339,"about_ca_system_score_gemma":0.0006603614,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006587347,"about_ca_topic_score_gemma":0.0007601639,"domain_scores_codex":[0.9975328,0.000271437,0.0002328119,0.0002414318,0.0003032645,0.001418264],"domain_scores_gemma":[0.9993407,0.0001295163,0.0001732904,0.0002645208,0.00003496497,0.0000569897],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.001861338,0.003189244,0.0214505,0.00001285715,0.0005415721,0.00006355711,0.2227873,0.0003577039,0.06495897,0.5485983,0.05382977,0.08234887],"study_design_scores_gemma":[0.001622351,0.001203877,0.007892095,0.00001715003,0.00007327188,0.007220432,0.7328749,0.0001295513,0.002196435,0.03424231,0.2118843,0.000643261],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9790528,0.001246686,0.0005453722,0.00401401,0.01413143,0.0001555296,0.000003939251,0.00003363976,0.0008166006],"genre_scores_gemma":[0.9858141,0.0005098562,0.000004311537,0.0005390819,0.0005570707,0.00008484588,0.000003335335,0.0000187671,0.01246862],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.514356,"threshold_uncertainty_score":0.9961239,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01346063258030727,"score_gpt":0.3133738078188831,"score_spread":0.2999131752385758,"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."}}