{"id":"W2771374407","doi":"10.1002/arcp.1002","title":"Conceptual metaphors shape consumer psychology","year":2017,"lang":"en","type":"article","venue":"Consumer Psychology Review","topic":"Language, Metaphor, and Cognition","field":"Psychology","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"National Cancer Institute","keywords":"Persuasion; Metaphor; Salient; Abstraction; Product (mathematics); Conceptual metaphor; Psychology; Consumption (sociology); Consumer behaviour; Epistemology; Social psychology; Advertising; Cognitive psychology; Sociology; Computer science; Linguistics; Business; Social science","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":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001539058,0.0007365402,0.00164724,0.0002200768,0.0006899707,0.00009048061,0.001864017,0.0006917177,0.0479353],"category_scores_gemma":[0.0006250976,0.000646316,0.0006246277,0.0002502042,0.002872472,0.0002778569,0.0001894652,0.0009920575,0.02293253],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002547136,"about_ca_system_score_gemma":0.00007351645,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000714083,"about_ca_topic_score_gemma":0.00003432832,"domain_scores_codex":[0.9942447,0.001253392,0.001276506,0.001725651,0.0003232835,0.001176454],"domain_scores_gemma":[0.9937516,0.0002686563,0.001077482,0.004178193,0.0003155776,0.0004084387],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002276052,0.0006664718,0.01521719,0.0002868573,0.001450397,0.0005293656,0.0007657975,6.01924e-9,0.000399692,0.01740544,0.4747182,0.488333],"study_design_scores_gemma":[0.003304881,0.0002101546,0.05738662,0.0005969492,0.00119588,0.000965805,0.0001606088,6.257966e-7,0.00002417148,0.001615079,0.9336895,0.0008497182],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.03209862,0.6368804,0.0003521075,0.00737173,0.009238335,0.001770077,0.000138753,0.0003348504,0.3118151],"genre_scores_gemma":[0.5660679,0.2785039,0.0009721339,0.1402121,0.0008860251,0.001722128,0.0003031458,0.0002907529,0.01104189],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.5339693,"threshold_uncertainty_score":0.9998412,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1046486100230701,"score_gpt":0.422167586545093,"score_spread":0.3175189765220229,"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."}}