{"id":"W2905044524","doi":"10.1111/famp.12417","title":"Realizing Relational Preferences Through Transforming Interpersonal Patterns","year":2018,"lang":"en","type":"article","venue":"Family Process","topic":"Counseling, Therapy, and Family Dynamics","field":"Psychology","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Calgary Laboratory Services; PolicyWise for Children & Families; University of Calgary","funders":"Fondo Nacional de Desarrollo Científico y Tecnológico","keywords":"Interpersonal communication; Psychology; Interpersonal relationship; Social 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":[0.0002311669,0.0002217613,0.0002056113,0.00007861985,0.0002345495,0.00004681275,0.0003127166,0.0001837375,0.0005830805],"category_scores_gemma":[0.00001291276,0.0002046257,0.00008444931,0.0002129044,0.0001582573,0.0003095798,0.00001521345,0.0002693296,0.0001822414],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004018339,"about_ca_system_score_gemma":0.00007592911,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002779297,"about_ca_topic_score_gemma":0.0001810995,"domain_scores_codex":[0.9984131,0.00005294862,0.0003454752,0.0004643253,0.0003144632,0.0004096952],"domain_scores_gemma":[0.9993097,0.00007810979,0.000115706,0.0002284724,0.0002050411,0.00006303445],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.001035165,0.0005103334,0.1180315,0.0002171372,0.0004746802,0.00003081395,0.7298036,0.00003267281,0.001010388,0.02904851,0.00432039,0.1154848],"study_design_scores_gemma":[0.006630271,0.002438591,0.3546801,0.001343286,0.0002822843,0.0001721305,0.4781968,0.004061895,0.0001744415,0.05783061,0.09104239,0.003147218],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8835673,0.0003700697,0.0600157,0.00007517081,0.00103785,0.0001955283,0.00006226595,0.0001531188,0.05452298],"genre_scores_gemma":[0.9961386,0.0001143713,0.0006946957,0.001240271,0.0007236114,0.00006143899,0.00006063051,0.00003813272,0.000928212],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2516068,"threshold_uncertainty_score":0.8344396,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06475520245206659,"score_gpt":0.3474745114667087,"score_spread":0.2827193090146422,"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."}}