{"id":"W1556946924","doi":"10.1002/9781119960027.ch6","title":"The Vulnerable Self‐Theme","year":2011,"lang":"en","type":"other","venue":"","topic":"Psychotherapy Techniques and Applications","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut universitaire en santé mentale de Montréal","funders":"","keywords":"Theme (computing); Self; Psychoanalysis; Psychology; Social psychology; Computer science; World Wide Web","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001820667,0.0001613681,0.0001220766,0.00004951744,0.0001556464,0.00001926513,0.0004648068,0.0002615906,0.1375915],"category_scores_gemma":[0.000001145853,0.00009630013,0.00007306949,0.00008582049,0.00005197311,0.000005135948,0.00001448546,0.0003076433,0.00582716],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00000854766,"about_ca_system_score_gemma":0.00001011658,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006368021,"about_ca_topic_score_gemma":0.0001736452,"domain_scores_codex":[0.9992509,0.00007068671,0.0001241918,0.0002587042,0.00006361645,0.0002318394],"domain_scores_gemma":[0.9988093,0.00005133439,0.00009980365,0.0009891818,0.000009718333,0.00004059503],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000002191802,0.00005561783,0.000003733898,0.000001186564,0.00007285958,3.616922e-7,0.00008533181,3.483256e-10,0.000002564112,0.2463842,0.7469613,0.00643062],"study_design_scores_gemma":[0.0000928895,0.00002124895,0.00001448546,0.000007539026,0.000009914505,0.000003559437,0.0000345638,2.836437e-7,0.00001152111,0.005243104,0.9944236,0.0001373517],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[3.168332e-7,0.001675432,0.00312287,0.0003088093,0.000439297,0.0004252288,0.00001187288,0.001432041,0.9925841],"genre_scores_gemma":[0.00001788053,0.0009743959,0.002996833,0.0005746908,0.0003267993,0.0005867739,0.000005275316,0.000372388,0.994145],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2474623,"threshold_uncertainty_score":0.9949469,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02683601663234085,"score_gpt":0.3334330522947636,"score_spread":0.3065970356624227,"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."}}