{"id":"W1979408295","doi":"10.1037/0033-3204.43.3.258","title":"The alliance in context: Accomplishments, challenges, and future directions.","year":2006,"lang":"en","type":"article","venue":"Psychotherapy","topic":"Psychotherapy Techniques and Applications","field":"Psychology","cited_by":186,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Alliance; PsycINFO; Context (archaeology); Psychology; Function (biology); Task (project management); Perspective (graphical); Relation (database); Psychotherapist; Epistemology; MEDLINE; Political science; Management; Computer science","routes":{"ca_aff":true,"ca_fund":true,"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":[0.01771279,0.0007637605,0.001645829,0.002840492,0.007160117,0.01773227,0.003555909,0.008624851,0.005948376],"category_scores_gemma":[0.02409765,0.0006314203,0.0006997149,0.007381052,0.02535787,0.03793951,0.01255494,0.01068022,0.001106277],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006400173,"about_ca_system_score_gemma":0.01445617,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004130489,"about_ca_topic_score_gemma":0.01192729,"domain_scores_codex":[0.9893771,0.008395228,0.0003883091,0.0005232695,0.0007664888,0.0005496526],"domain_scores_gemma":[0.9834917,0.01153386,0.001193341,0.001077066,0.0007014023,0.002002659],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00006977987,0.00004757865,0.002666438,0.002924271,0.00005713862,0.001277918,0.04562994,0.0002834121,0.000170548,0.594193,0.01722944,0.3354505],"study_design_scores_gemma":[0.00001541559,0.0001033834,0.004501027,0.01022088,0.00005415901,0.004260822,0.1228677,0.0005325611,0.000178097,0.5199211,0.3372726,0.00007223718],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.007530411,0.7870954,0.006358443,0.1571048,0.002933602,0.00005000868,0.00004282922,0.00004604529,0.0388385],"genre_scores_gemma":[0.2696568,0.6901663,0.01729527,0.0133852,0.002568381,0.0003775026,0.00009649786,0.00004817961,0.00640598],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01773227,"threshold_uncertainty_score":0.09367532,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02385901786701973,"score_gpt":0.3278164472062169,"score_spread":0.3039574293391972,"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."}}