{"id":"W2408676108","doi":"10.1080/10503307.2016.1184350","title":"“If those tears could talk, what would they say?” Multi-method analysis of a corrective experience in brief dynamic therapy","year":2016,"lang":"en","type":"article","venue":"Psychotherapy Research","topic":"Psychotherapy Techniques and Applications","field":"Psychology","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Immediacy; Psychology; Alliance; Narrative; Session (web analytics); Psychotherapist; Identity (music); Social psychology; Psychoanalysis; Aesthetics; Epistemology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007363702,0.0004551816,0.0003524463,0.002523423,0.002797497,0.001972134,0.001165868,0.0006128293,0.002844854],"category_scores_gemma":[0.01913108,0.0003593529,0.0002730159,0.001510068,0.003222676,0.001772937,0.003126254,0.0009118654,0.0002401929],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002708082,"about_ca_system_score_gemma":0.001472367,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002098994,"about_ca_topic_score_gemma":0.007193246,"domain_scores_codex":[0.9920204,0.005778657,0.0002689125,0.0005437526,0.001003868,0.0003843755],"domain_scores_gemma":[0.9832834,0.0116469,0.001930536,0.001221239,0.001485755,0.0004321518],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0004101942,0.0003795231,0.02742903,0.0006933488,0.00002614894,0.001181182,0.8090319,0.0004172372,0.01900688,0.007464207,0.001286844,0.1326735],"study_design_scores_gemma":[0.00007436247,0.0008374635,0.1386304,0.0009341147,0.00006902018,0.002243102,0.7769716,0.00483311,0.02596972,0.007971123,0.04131272,0.0001532086],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.961109,0.000234907,0.02871614,0.0003702475,0.00003454436,0.0006261762,0.0001357637,0.00008000553,0.008693087],"genre_scores_gemma":[0.9706461,0.0002300111,0.02290449,0.0001427285,0.00001406941,0.001149745,0.0001078311,0.0000508068,0.004754138],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007363702,"threshold_uncertainty_score":0.03894347,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1505501046319145,"score_gpt":0.5381694071379842,"score_spread":0.3876193025060697,"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."}}