{"id":"W2093670530","doi":"10.1080/01926187.2010.530929","title":"Second-Order Change in Marriage and Family Therapy: A Web-Based Modified Delphi Study","year":2011,"lang":"en","type":"article","venue":"American Journal of Family Therapy","topic":"Attachment and Relationship Dynamics","field":"Psychology","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Operationalization; Delphi method; Order (exchange); Delphi; Accreditation; Family therapy; Psychology; Medical education; Medicine; Computer science; Epistemology; Psychotherapist; Artificial intelligence","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008595593,0.000263216,0.0005139346,0.0004587804,0.00008715349,0.00002422468,0.0003093725,0.00009039179,0.0002729891],"category_scores_gemma":[0.00000709779,0.0002028027,0.0001121728,0.0005516854,0.0002592342,0.0001587648,0.00001654669,0.0005611828,0.000008807567],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004205754,"about_ca_system_score_gemma":0.00008243452,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004423212,"about_ca_topic_score_gemma":0.00007618687,"domain_scores_codex":[0.9978865,0.0006720399,0.0006009116,0.0002557715,0.0002501288,0.0003346927],"domain_scores_gemma":[0.9986742,0.0001870969,0.0005828587,0.0002994557,0.0001241375,0.0001322654],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003047891,0.00193533,0.7606817,0.000002304829,0.0004679725,0.000167341,0.04417371,0.00001401728,0.000968579,0.0002664471,0.0001318136,0.1881429],"study_design_scores_gemma":[0.007977596,0.004235894,0.9667369,0.00001826351,0.00002090703,0.00001672429,0.01969008,0.0002811322,0.000004552846,0.0002419085,0.0005242473,0.0002518018],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9916795,0.00296777,0.0005285102,0.0001450554,0.0004535875,0.0005447319,0.000007083431,0.00002358277,0.003650191],"genre_scores_gemma":[0.9956094,0.0008648772,0.0007062709,0.002506185,0.0001286936,0.00004640946,0.000001898293,0.00004680116,0.00008947653],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2060551,"threshold_uncertainty_score":0.8270056,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1075723329103535,"score_gpt":0.3900711131858371,"score_spread":0.2824987802754836,"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."}}