{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004769486,0.0001198498,0.0002333008,0.0001465117,0.0001292021,0.00004675815,0.00009035271,0.00009343369,0.00002519426],"category_scores_gemma":[0.000008269902,0.00009418286,0.00008606783,0.00005436247,0.0001300245,0.0001316809,0.00001129539,0.0001402121,3.135797e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001126752,"about_ca_system_score_gemma":0.00005519399,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009341189,"about_ca_topic_score_gemma":0.000003134907,"domain_scores_codex":[0.9992678,0.00004517041,0.000322527,0.0001166328,0.0001081758,0.0001396698],"domain_scores_gemma":[0.9992909,0.000287775,0.0001677939,0.00007635484,0.0001236977,0.00005352207],"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":[0.00309922,0.0002560712,0.01294679,0.00003992893,0.0005780992,0.00002821226,0.006383865,0.000007496109,0.0005355374,0.1625629,0.01336666,0.8001952],"study_design_scores_gemma":[0.007178622,0.001346432,0.2240527,0.0001305918,0.00007573963,0.000133344,0.03483433,0.0002261735,0.000004534586,0.1216884,0.6099673,0.00036185],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9561208,0.02762068,0.008748692,0.001304229,0.001328076,0.0001361512,0.00002311921,0.0000100133,0.004708271],"genre_scores_gemma":[0.9634134,0.0266951,0.001270645,0.002536914,0.000285997,0.00001053335,0.000005071501,0.0000142673,0.005768085],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7998334,"threshold_uncertainty_score":0.3840666,"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."}}