{"id":"W4231821962","doi":"10.31234/osf.io/jy5em","title":"Wise Reasoning Benefits from Emodiversity, Irrespective of Emotional Intensity","year":2017,"lang":"en","type":"preprint","venue":"","topic":"Optimism, Hope, and Well-being","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Psychology; Interpersonal communication; Association (psychology); Emotional intelligence; Cognitive psychology; Social psychology; Psychotherapist","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":[0.001210642,0.000307746,0.000281833,0.0005159262,0.0003680284,0.001510282,0.0002366109,0.0003927748,0.003556187],"category_scores_gemma":[0.00869777,0.0002134463,0.0003173318,0.0002396798,0.001081643,0.0007814837,0.001222844,0.001044652,0.0002951487],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000220587,"about_ca_system_score_gemma":0.0002068646,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001467985,"about_ca_topic_score_gemma":0.0004126173,"domain_scores_codex":[0.9993417,0.0001899631,0.00004771742,0.0001613949,0.0001905505,0.00006861021],"domain_scores_gemma":[0.9942164,0.002497422,0.001682301,0.00077914,0.0003297116,0.0004950088],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002116143,0.001435131,0.4274926,0.001558316,0.0009853273,0.001481137,0.02503623,0.001050768,0.1613059,0.01389143,0.002420268,0.3612268],"study_design_scores_gemma":[0.00004557199,0.0005685043,0.9632121,0.0001579959,0.0002623645,0.001034548,0.003558281,0.0005120702,0.009130833,0.01624232,0.00522898,0.00004656544],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9860335,0.0005897098,0.002112329,0.0002808811,0.00002540565,0.00001722201,0.00007933646,0.00003182036,0.01082986],"genre_scores_gemma":[0.9968081,0.0002389857,0.001827573,0.00009396115,0.00001022266,0.0000130672,0.00007680055,0.00001349468,0.0009178363],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003556187,"threshold_uncertainty_score":0.01189667,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04205104133882308,"score_gpt":0.307509288306673,"score_spread":0.2654582469678499,"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."}}