{"id":"W4388510924","doi":"10.1017/9781009344203.008","title":"Conclusions","year":2023,"lang":"en","type":"book-chapter","venue":"Cambridge University Press eBooks","topic":"Language, Metaphor, and Cognition","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Perspective (graphical); Prosocial behavior; Reading (process); Cognition; Psychology; Context (archaeology); Epistemology; Perspective-taking; Social psychology; Cognitive psychology; Empathy; Computer science; Philosophy; Linguistics; History; Neuroscience","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003781832,0.001043701,0.0005882089,0.001322068,0.002469464,0.006335693,0.00252408,0.003582334,0.2433585],"category_scores_gemma":[0.01380054,0.0003045021,0.00108771,0.001211811,0.001046957,0.00476042,0.002917507,0.002879506,0.1175916],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00359646,"about_ca_system_score_gemma":0.00416275,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004757633,"about_ca_topic_score_gemma":0.005357601,"domain_scores_codex":[0.9972674,0.0005003976,0.000139431,0.0006535362,0.001032509,0.0004067835],"domain_scores_gemma":[0.9960142,0.0006681895,0.0001899575,0.0004064032,0.002201624,0.0005196779],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002246818,0.00008485617,0.003985569,0.001237934,0.00005238897,0.0003938278,0.001883172,0.0008326869,0.0007551552,0.1405159,0.6172825,0.2327514],"study_design_scores_gemma":[0.00001486852,0.00002391391,0.001858545,0.000774244,0.00001579483,0.0001576103,0.001529666,0.0001873376,0.0004322133,0.03060509,0.9643837,0.00001704716],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.006001396,0.01589119,0.02404683,0.1164048,0.02212459,0.0005144224,0.006724232,0.001439201,0.8068534],"genre_scores_gemma":[0.08907528,0.02030784,0.02708802,0.07187127,0.005189321,0.0008095381,0.01139508,0.001641384,0.7726223],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7566415,"threshold_uncertainty_score":0.8141152,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03691170709469099,"score_gpt":0.2482774431068276,"score_spread":0.2113657360121366,"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."}}