{"id":"W2078956845","doi":"10.1002/j.1556-6678.2008.tb00532.x","title":"Adolescent Readiness for Change and the Working Alliance in Counseling","year":2008,"lang":"en","type":"article","venue":"Journal of Counseling & Development","topic":"Psychotherapy Techniques and Applications","field":"Psychology","cited_by":53,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Alliance; Psychology; Task (project management); Quality (philosophy); Association (psychology); Developmental psychology; Applied psychology; Psychotherapist; Political science; Management","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":[0.001444504,0.0001215532,0.0002538699,0.00008193281,0.0001699984,0.00002142899,0.0002122044,0.00006575845,0.00001369248],"category_scores_gemma":[0.00001248101,0.00008601655,0.00005599004,0.0001619783,0.00007505302,0.00005224624,0.000006223643,0.0002183715,0.000002356433],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006324984,"about_ca_system_score_gemma":0.00007216089,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008086698,"about_ca_topic_score_gemma":0.00001414695,"domain_scores_codex":[0.9987965,0.00004389012,0.0005922582,0.0001486156,0.0001985072,0.0002202581],"domain_scores_gemma":[0.9991176,0.0001745869,0.0003614722,0.000136332,0.000161597,0.00004842682],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.006907461,0.001471143,0.02700691,0.0001885869,0.0006349239,0.0002020169,0.3265137,0.0001102822,0.001361385,0.02130626,0.03962835,0.5746689],"study_design_scores_gemma":[0.00550823,0.00007283606,0.02517981,0.000946582,0.00002585556,0.0006288864,0.001059929,0.0002258439,0.0002222774,0.002855064,0.9629482,0.0003264602],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8226769,0.02653144,0.1414609,0.005979606,0.001142276,0.001566546,0.000002293248,0.00005005874,0.0005900448],"genre_scores_gemma":[0.9586271,0.01702342,0.02108776,0.002314508,0.0004212538,0.0002967506,0.000001243029,0.00002831909,0.00019964],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9233199,"threshold_uncertainty_score":0.3507653,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09522216687112181,"score_gpt":0.3444865643352551,"score_spread":0.2492643974641333,"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."}}