{"id":"W4414826419","doi":"10.1080/17439760.2025.2569081","title":"Analysis of latent profiles of gratitude, indebtedness, and religiosity among individuals in romantic relationships in the United States, Canada, and South Korea","year":2025,"lang":"en","type":"article","venue":"The Journal of Positive Psychology","topic":"Psychological Well-being and Life Satisfaction","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"John Templeton Foundation","keywords":"Religiosity; Romance; Association (psychology); Structural equation modeling; Latent class model; Scale (ratio)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0009335076,0.000288694,0.0003085171,0.001047177,0.001749206,0.001258775,0.0004158857,0.0002621126,0.0009961795],"category_scores_gemma":[0.002745425,0.0002141073,0.0005907904,0.00183464,0.0005706782,0.0003134897,0.00110742,0.0006204176,0.0001325305],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003738113,"about_ca_system_score_gemma":0.005535669,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6471461,"about_ca_topic_score_gemma":0.7945037,"domain_scores_codex":[0.9995157,0.0001049554,0.00004196937,0.00006495919,0.0001056735,0.0001668213],"domain_scores_gemma":[0.9984317,0.0001505286,0.0002911806,0.0001058441,0.0006776603,0.0003429962],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006222937,0.00004456504,0.992721,0.000007282081,0.00004081223,0.00002948169,0.002770958,0.00008887768,0.0002577285,0.0001196216,0.0001473049,0.003710026],"study_design_scores_gemma":[0.000003634456,0.00001459296,0.9923921,0.000008232229,0.00001440054,0.00002411866,0.006669534,0.0006041711,0.00006410939,0.00004863149,0.0001495901,0.000007002685],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995832,0.00001315167,0.00006376408,0.00001714857,7.846534e-7,0.00001469564,0.0001248617,7.943534e-7,0.0001815789],"genre_scores_gemma":[0.9990258,0.00003313399,0.0001738967,0.000008993579,5.134624e-7,0.00002292696,0.0005806651,0.000001098535,0.0001530704],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3528539,"threshold_uncertainty_score":0.7098638,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02327803467744914,"score_gpt":0.3108097886797316,"score_spread":0.2875317540022825,"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."}}