{"id":"W2136182417","doi":"10.1177/1948550614542344","title":"Ray of Hope","year":2014,"lang":"en","type":"article","venue":"Social Psychological and Personality Science","topic":"Language, Metaphor, and Cognition","field":"Psychology","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Psychology; Feeling; Perception; Embodied cognition; Preference; Affect (linguistics); Social psychology; Metaphor; Brightness; Cognition; Association (psychology); Communication","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":[0.0007472247,0.0003232864,0.0001666507,0.0004257756,0.001188276,0.002038293,0.0002325112,0.0007724506,0.00530854],"category_scores_gemma":[0.003715693,0.0001291219,0.0004400277,0.0002506555,0.003414541,0.001881756,0.001342035,0.001643327,0.0005659428],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007248106,"about_ca_system_score_gemma":0.0003433714,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009301548,"about_ca_topic_score_gemma":0.001369056,"domain_scores_codex":[0.9994456,0.0003191236,0.00002005637,0.00005140722,0.0001066669,0.00005723656],"domain_scores_gemma":[0.9990472,0.0003009582,0.0002485199,0.0000862684,0.0001319669,0.0001850293],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.001178468,0.0001499246,0.03989222,0.001265162,0.0003686473,0.004842474,0.2041037,0.0006170516,0.01652602,0.4741204,0.1055863,0.1513496],"study_design_scores_gemma":[0.0001486072,0.0008165569,0.08325656,0.0008283952,0.0002299028,0.01104568,0.1850585,0.001630338,0.003462941,0.1550497,0.5582054,0.0002674662],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5845896,0.01611696,0.02745821,0.06086925,0.003529517,0.00009496419,0.0004676586,0.0004448877,0.306429],"genre_scores_gemma":[0.9881275,0.001264031,0.001612269,0.002338091,0.0001496975,0.00001575466,0.00005453638,0.00003233273,0.006405768],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00530854,"threshold_uncertainty_score":0.01775885,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06267085335981076,"score_gpt":0.3776308271084195,"score_spread":0.3149599737486087,"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."}}