{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005380638,0.0001844781,0.0001540298,0.0002776257,0.0003172053,0.001003116,0.0001214712,0.0003882308,0.004541112],"category_scores_gemma":[0.003235976,0.0001520625,0.0003304112,0.0001593086,0.0007990196,0.0005307313,0.000611906,0.0007301769,0.0001271887],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001948282,"about_ca_system_score_gemma":0.0001158614,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000632932,"about_ca_topic_score_gemma":0.001116399,"domain_scores_codex":[0.9997897,0.00009699611,0.0000125167,0.00002524313,0.00005032265,0.00002535998],"domain_scores_gemma":[0.9986066,0.0004293016,0.0006196329,0.0001001579,0.00007426224,0.0001699806],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006523022,0.001877422,0.7127761,0.001289561,0.0009993166,0.002286767,0.04418642,0.0004580924,0.1197836,0.009437504,0.007212429,0.09316966],"study_design_scores_gemma":[0.0001569314,0.001260346,0.9653214,0.0001107982,0.0002464094,0.001275178,0.01972092,0.0007904246,0.003664928,0.004155758,0.003231288,0.00006562296],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971929,0.0001870857,0.000261366,0.0002360028,0.00001739637,0.000004488362,0.00002208466,0.000007810989,0.002070901],"genre_scores_gemma":[0.9994936,0.00007267628,0.0001430368,0.00006669354,0.00000594323,0.000003152164,0.00001618417,0.000001986246,0.0001967324],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004541112,"threshold_uncertainty_score":0.0151915,"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."}}