{"id":"W4412921785","doi":"10.1016/b978-0-443-31320-2.00028-6","title":"Accurate empathy in romantic relationships","year":2025,"lang":"en","type":"book-chapter","venue":"Elsevier eBooks","topic":"Attachment and Relationship Dynamics","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"York University","funders":"","keywords":"Empathy; Romance; Psychology; Psychoanalysis; Social psychology","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":[0.0008213644,0.0003401297,0.0002570934,0.0004158769,0.0006852481,0.002369297,0.0003529435,0.001595043,0.02838203],"category_scores_gemma":[0.002687671,0.0001937229,0.0001073957,0.0004174461,0.001754139,0.003246831,0.001423948,0.002113085,0.003876869],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006195297,"about_ca_system_score_gemma":0.0005250245,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004772389,"about_ca_topic_score_gemma":0.000845778,"domain_scores_codex":[0.9996542,0.0001317798,0.00001686366,0.00003194044,0.0001365256,0.00002864641],"domain_scores_gemma":[0.9994271,0.0003868048,0.00003541065,0.0000622671,0.00005215303,0.00003632392],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004028213,0.00005564381,0.0006143067,0.0002652459,0.000007555907,0.0003543322,0.003465176,0.00051176,0.001665157,0.5790601,0.06385773,0.3501027],"study_design_scores_gemma":[0.0000136438,0.00009016777,0.006561701,0.0008966232,0.00001307078,0.002071211,0.002564669,0.001277449,0.001118329,0.5553207,0.4300492,0.00002329488],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01054182,0.0393037,0.01893781,0.01005288,0.001640002,0.00003258691,0.00007326372,0.00008601455,0.919332],"genre_scores_gemma":[0.347807,0.03315328,0.01325607,0.002529938,0.002044757,0.0001019571,0.000144933,0.00009977965,0.6008622],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02838203,"threshold_uncertainty_score":0.09494734,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03748513353647064,"score_gpt":0.3503995976623789,"score_spread":0.3129144641259082,"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."}}