{"id":"W2889772782","doi":"10.1521/jsyt.2018.37.1.36","title":"Intervening in Larger Systems: When Traditional Therapy Is Not Enough","year":2018,"lang":"en","type":"article","venue":"Journal of Systemic Therapies","topic":"Counseling Practices and Supervision","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Family therapy; Intervention (counseling); Immigration; Politics; Affect (linguistics); Family systems; Social work; Work (physics); Psychology; Psychotherapist; Political science; Psychiatry; Developmental psychology; Engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001910187,0.0001530648,0.0003939006,0.0002516393,0.00007852956,0.00009951252,0.0003050825,0.000130103,0.001715475],"category_scores_gemma":[0.00002722524,0.0001112668,0.0001733052,0.000115913,0.00005628354,0.0004279642,0.00001072565,0.0003322443,0.0001093702],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005869587,"about_ca_system_score_gemma":0.00005213729,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001712297,"about_ca_topic_score_gemma":0.000006348776,"domain_scores_codex":[0.9979377,0.0004198172,0.0008838744,0.0001666358,0.0003711875,0.0002208133],"domain_scores_gemma":[0.9985021,0.0003363884,0.0005985377,0.0002176759,0.0002917626,0.00005358307],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.003594392,0.0007716367,0.008616838,0.0001690727,0.001462149,0.0002672494,0.8574082,0.0000223387,0.02977913,0.004163621,0.03477237,0.05897304],"study_design_scores_gemma":[0.0128473,0.005042238,0.01433228,0.008418542,0.0001116463,0.01194438,0.221463,0.0003326471,0.0005620806,0.001935156,0.7219636,0.00104718],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9460554,0.0476858,0.0004161679,0.001723413,0.003471332,0.0001409758,0.00001164313,0.00001501659,0.0004802501],"genre_scores_gemma":[0.9949964,0.002050674,0.0001496406,0.0005777439,0.00155801,0.000007315706,8.203689e-7,0.00002524894,0.0006341257],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6871912,"threshold_uncertainty_score":0.9991971,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09862567298293445,"score_gpt":0.3380319517881369,"score_spread":0.2394062788052024,"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."}}