{"id":"W2041117432","doi":"10.1176/pn.47.8.psychnews_47_8_10-a","title":"Execs Learn the Business of Psychodynamics","year":2012,"lang":"en","type":"article","venue":"Psychiatric News","topic":"Transactional Analysis in Psychotherapy","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Unconscious mind; Psychodynamics; Management; Business Review; Shareholder; Psychology; Public relations; Sociology; Psychoanalysis; Political science","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004420776,0.0002231098,0.0002823246,0.0002204688,0.000128821,0.00001492233,0.0005296294,0.0001433378,0.002681047],"category_scores_gemma":[0.000009975955,0.000153457,0.0002532659,0.001692421,0.0001296843,0.0001210676,0.000009377094,0.0002918107,0.0004979947],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002278898,"about_ca_system_score_gemma":0.00002514946,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004107096,"about_ca_topic_score_gemma":0.00008559779,"domain_scores_codex":[0.9981695,0.0001958289,0.0005206276,0.0002964117,0.0003512588,0.000466369],"domain_scores_gemma":[0.9984382,0.0001837907,0.0002869621,0.0008793715,0.0001063409,0.0001053119],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000997193,0.003999702,0.4750683,0.00007206124,0.001449467,0.000001581028,0.005681556,0.000342058,0.0004435744,0.1067579,0.204751,0.2004356],"study_design_scores_gemma":[0.001541087,0.00007754451,0.5450556,0.000008155634,0.0002555527,0.00005772186,0.0009826613,0.00003233848,0.00001231566,0.005737786,0.4458507,0.0003885115],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4885819,0.02629088,0.1266216,0.01612413,0.03341557,0.001185682,0.00006564365,0.0003285633,0.3073861],"genre_scores_gemma":[0.9866945,0.000576028,0.003142099,0.001310921,0.001673043,0.00006826552,0.00001019747,0.00006550047,0.006459431],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4981126,"threshold_uncertainty_score":0.9982306,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01841149700878031,"score_gpt":0.3148635594377707,"score_spread":0.2964520624289904,"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."}}