{"id":"W4407138966","doi":"10.1111/jmft.70004","title":"Affordances and Opportunities for Relational Wellness","year":2025,"lang":"en","type":"article","venue":"Journal of Marital and Family Therapy","topic":"Counseling, Therapy, and Family Dynamics","field":"Psychology","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"PolicyWise for Children & Families; University of Calgary","funders":"","keywords":"Affordance; Perception; Psychological intervention; Observational study; Psychology; Psychotherapist; Intervention (counseling); Family therapy; Medicine; Cognitive 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":[0.002704352,0.0003578153,0.0002534612,0.001017375,0.003714594,0.003605507,0.0006388254,0.001224576,0.005997637],"category_scores_gemma":[0.004347799,0.0003393388,0.0004263009,0.0003841441,0.01939008,0.008821292,0.01103156,0.001922311,0.0002838208],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001231779,"about_ca_system_score_gemma":0.001283058,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009929257,"about_ca_topic_score_gemma":0.001850938,"domain_scores_codex":[0.9969068,0.001918802,0.0001064062,0.0002087183,0.0005109341,0.000348352],"domain_scores_gemma":[0.9977438,0.0009157644,0.0004136242,0.0002764359,0.0001289929,0.000521241],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0000910334,0.00006015391,0.002490265,0.0002379301,0.00001478153,0.0005854142,0.06943318,0.000412732,0.002371113,0.8897248,0.0009202737,0.03365839],"study_design_scores_gemma":[0.00005996421,0.0002921769,0.007667042,0.0007267918,0.00004172514,0.003132235,0.08775683,0.0009581852,0.001554865,0.6867626,0.2109497,0.0000979898],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4535609,0.01001722,0.1032,0.02086594,0.0004393577,0.000170176,0.0001028567,0.0003114018,0.4113321],"genre_scores_gemma":[0.9908705,0.0008177508,0.004885132,0.0001692629,0.00003149398,0.00005169958,0.00001215051,0.00001916056,0.003142711],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005997637,"threshold_uncertainty_score":0.02006406,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05693779458466155,"score_gpt":0.3062120355108285,"score_spread":0.2492742409261669,"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."}}