{"id":"W2469166939","doi":"","title":"Ray of Hope: Hopelessness Increases Preferences For Brighter Lighting","year":2014,"lang":"en","type":"article","venue":"ACR North American Advances","topic":"Language, Metaphor, and Cognition","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Feeling; Psychology; Perception; Preference; Affect (linguistics); Brightness; Embodied cognition; Social psychology; Cognition; Consumption (sociology); Ambivalence; Aesthetics; Art; Communication; Economics; Optics","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":[0.0001739671,0.0001779027,0.0004109885,0.00008875131,0.00009105373,0.00001866221,0.0002504234,0.00002820165,0.0001691789],"category_scores_gemma":[0.0001418781,0.0001347359,0.00009815496,0.0003060254,0.0003027548,0.0001986922,0.00002853489,0.00007660069,0.00003619085],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000007098175,"about_ca_system_score_gemma":0.00001961425,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007766589,"about_ca_topic_score_gemma":0.001978914,"domain_scores_codex":[0.9986799,0.000161837,0.0003117855,0.0003637446,0.0001584295,0.0003242497],"domain_scores_gemma":[0.9986142,0.0004728033,0.000415954,0.0002824622,0.0001357446,0.00007886706],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.000234341,0.0001707074,0.1668941,0.00006489047,0.00008018224,0.000002118378,0.001403276,0.00001046969,0.0001360314,0.0006309348,0.0002605209,0.8301125],"study_design_scores_gemma":[0.002716659,0.002215692,0.8321244,0.0001344924,0.0003331793,0.00001474526,0.01376543,0.00006519032,0.005595405,0.003416747,0.1384255,0.001192574],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9841372,0.001145736,0.007086514,0.00003429809,0.0002707178,0.0002585439,0.00006484104,0.00006584978,0.006936272],"genre_scores_gemma":[0.996512,0.0001533064,0.002137679,0.0003524467,0.0003330361,0.0001457791,0.00006570935,0.00002223185,0.0002778009],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8289199,"threshold_uncertainty_score":0.5494372,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01208841825373124,"score_gpt":0.2886618301845325,"score_spread":0.2765734119308012,"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."}}