{"id":"W2929542181","doi":"10.1111/famp.12446","title":"Introducing the Expectations and Preference Scales for Couple Therapy (<scp>EPSCT</scp>): Development, Psychometric Evaluation, and Suggested Use in Practice and Research","year":2019,"lang":"en","type":"article","venue":"Family Process","topic":"Attachment and Relationship Dynamics","field":"Psychology","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Psychology; Preference; Psychological intervention; Construct (python library); Blame; Consistency (knowledge bases); Modalities; Variance (accounting); Clinical psychology; Confirmatory factor analysis; Affect (linguistics); Construct validity; Social psychology; Family therapy; Applied psychology; Psychotherapist; Psychometrics; Structural equation modeling","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":[0.01868495,0.0007547663,0.0005011958,0.002011881,0.0004777336,0.001381036,0.001150918,0.0009262392,0.002789859],"category_scores_gemma":[0.04326749,0.0005496377,0.001545239,0.001477789,0.0006249731,0.001800868,0.001922066,0.00154371,0.0007762138],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001091906,"about_ca_system_score_gemma":0.002992436,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001727489,"about_ca_topic_score_gemma":0.006031726,"domain_scores_codex":[0.9907754,0.004115667,0.001674937,0.0004567356,0.002785159,0.0001921844],"domain_scores_gemma":[0.9711058,0.01634214,0.003741501,0.001592381,0.006410168,0.0008079954],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0007499534,0.001071021,0.1967369,0.00124269,0.0002719529,0.0001995855,0.002570254,0.001393536,0.003889021,0.002542427,0.01242641,0.7769062],"study_design_scores_gemma":[0.001304294,0.004616978,0.8554218,0.002901909,0.0004772624,0.002904655,0.003789151,0.01974095,0.01237366,0.01275187,0.08309738,0.0006201289],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6522858,0.004135928,0.269381,0.00470837,0.001018011,0.0319577,0.006987294,0.002506357,0.02701955],"genre_scores_gemma":[0.4449407,0.002471506,0.5093277,0.001023002,0.000205287,0.03301008,0.004623347,0.0003892253,0.004009216],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01868495,"threshold_uncertainty_score":0.09881663,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1687320708220384,"score_gpt":0.4794869916077182,"score_spread":0.3107549207856799,"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."}}