{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.04077899,0.0005904839,0.0006036153,0.001777337,0.004624566,0.00170376,0.001007984,0.001597985,0.002507755],"category_scores_gemma":[0.04660775,0.0007623116,0.000743055,0.001100986,0.00263165,0.002191409,0.004523611,0.002488424,0.0005895341],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003161308,"about_ca_system_score_gemma":0.004942066,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00275826,"about_ca_topic_score_gemma":0.005810666,"domain_scores_codex":[0.9623067,0.0319919,0.001279029,0.0007925798,0.001897633,0.001732103],"domain_scores_gemma":[0.9573915,0.03246059,0.001338548,0.001926967,0.005415249,0.001467162],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.001004828,0.004860083,0.04716424,0.0007812491,0.00007297291,0.001345622,0.820931,0.001591738,0.008474704,0.002707104,0.00165646,0.1094101],"study_design_scores_gemma":[0.0004488872,0.006380233,0.07407711,0.0005890054,0.0000682505,0.001161314,0.8813072,0.007230619,0.008118392,0.00396237,0.01637781,0.0002788831],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9912202,0.00003839162,0.004212444,0.0003814926,0.00001806003,0.002070031,0.00003494597,0.00001071548,0.002013716],"genre_scores_gemma":[0.9792355,0.0001883119,0.01148048,0.0005477379,0.0000170003,0.007111076,0.00005585338,0.0000125125,0.001351566],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04077899,"threshold_uncertainty_score":0.2156625,"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."}}