{"id":"W2990636284","doi":"10.1002/anzf.1388","title":"‘Somebody Watching You’: Impact of Reflecting Teams on Hope in Couple Relationships","year":2019,"lang":"en","type":"article","venue":"Australian and New Zealand Journal of Family Therapy","topic":"Counseling, Therapy, and Family Dynamics","field":"Psychology","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Acadia University","funders":"","keywords":"Perspective (graphical); Psychology; Narrative; Attachment theory; Session (web analytics); Style (visual arts); Psychotherapist; Therapeutic relationship; Demographics; Social psychology; Field (mathematics); Sociology","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":[0.001022118,0.0002156449,0.0004638029,0.0003356638,0.00005707853,0.00003821364,0.0001877528,0.0001835604,0.000149492],"category_scores_gemma":[0.0000164768,0.0001605622,0.0001969754,0.0002621001,0.00003729824,0.0001517103,0.00000653819,0.0007550102,0.00001408416],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007578491,"about_ca_system_score_gemma":0.0001232101,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001387171,"about_ca_topic_score_gemma":0.00004524591,"domain_scores_codex":[0.9984041,0.0001819945,0.000660078,0.0001995109,0.0002313811,0.0003228649],"domain_scores_gemma":[0.9987853,0.0002561258,0.0004917878,0.0002314618,0.00007719226,0.0001581053],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003385485,0.0004165437,0.8997688,0.000009646946,0.0003817349,0.00003708261,0.03854632,0.0009434866,0.0230966,0.0002497272,0.006947347,0.02621721],"study_design_scores_gemma":[0.007210119,0.003577289,0.9714588,0.0002144922,0.0000201112,0.0000981038,0.009711763,0.00004043043,0.00002029277,0.001724814,0.005660256,0.0002635365],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997533,0.0007615108,0.00002223188,0.0002844793,0.0005531878,0.000177686,0.000007051114,0.000009979455,0.0006508927],"genre_scores_gemma":[0.9919676,0.002563726,0.0001545352,0.0001670461,0.0002042891,7.871389e-7,0.000003900378,0.00002995302,0.00490813],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07168997,"threshold_uncertainty_score":0.6547537,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08535009608912725,"score_gpt":0.3797338600337936,"score_spread":0.2943837639446663,"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."}}