{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001285914,0.000084839,0.0001630542,0.00004010128,0.0002689895,0.00002611953,0.0002217745,0.00009619413,0.001358685],"category_scores_gemma":[0.0001263429,0.00006084518,0.00005644783,0.0003663817,0.001626691,0.00007492288,0.0000339295,0.0001280772,0.00006364419],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000006783149,"about_ca_system_score_gemma":0.000008597729,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001240025,"about_ca_topic_score_gemma":0.00000600978,"domain_scores_codex":[0.9987624,0.0001670339,0.0001507447,0.0003933296,0.000272642,0.0002538457],"domain_scores_gemma":[0.9995605,0.00007660151,0.00007187895,0.0001245553,0.00007632631,0.00009016023],"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":[0.0003325909,0.0009775797,0.02664122,0.00003953795,0.00003500225,0.000007940631,0.02911434,1.199325e-7,0.02886605,0.4726946,0.003893615,0.4373974],"study_design_scores_gemma":[0.0004999026,0.0002801283,0.9722078,0.000003676434,0.00001343284,0.000007673931,0.002362343,0.000008047327,0.00006423691,0.0214282,0.00298118,0.0001433209],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8696991,0.00008012047,0.0004849026,0.0007471975,0.0002859652,0.00006429081,0.00001018168,0.00002567206,0.1286026],"genre_scores_gemma":[0.9975502,0.000003722328,0.0001529072,0.001366157,0.0002326484,0.00000650782,0.000002069907,0.000002660671,0.0006830562],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9455667,"threshold_uncertainty_score":0.9995542,"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."}}