{"id":"W4232408257","doi":"10.22316/poc/05.1.09","title":"Working with ‘difficult’ clients from a systems perspective","year":2020,"lang":"en","type":"article","venue":"Philosophy of Coaching An International Journal","topic":"Psychiatric care and mental health services","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Perspective (graphical); Psychology; Computer science; Artificial intelligence","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005548609,0.0005475735,0.0005378174,0.001663016,0.007615082,0.01243836,0.003208308,0.003591641,0.01535833],"category_scores_gemma":[0.01092423,0.0005344236,0.0003810319,0.001394071,0.01222476,0.007382786,0.0112685,0.006182563,0.002308168],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006250618,"about_ca_system_score_gemma":0.01112618,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00758624,"about_ca_topic_score_gemma":0.01172672,"domain_scores_codex":[0.9945433,0.002290287,0.0002304228,0.0005995975,0.001202511,0.001133759],"domain_scores_gemma":[0.9906764,0.003253441,0.0009470202,0.0008008961,0.0009452238,0.003377019],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00009538098,0.0006308842,0.03215998,0.001399261,0.0001033387,0.006522637,0.437091,0.002371996,0.004583621,0.2653453,0.03284448,0.2168522],"study_design_scores_gemma":[0.00007437696,0.0005784168,0.02178925,0.001868575,0.00006417801,0.009745295,0.4013883,0.006866584,0.002602713,0.2914725,0.2633926,0.0001571257],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.3883855,0.005405762,0.1022602,0.1783703,0.001181429,0.0008950743,0.0001709451,0.0009583162,0.3223725],"genre_scores_gemma":[0.9437004,0.002320995,0.01943125,0.004518326,0.0002541594,0.0003304667,0.00006466051,0.0001201182,0.02925971],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01535833,"threshold_uncertainty_score":0.05137873,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07570732280971636,"score_gpt":0.3565693243523964,"score_spread":0.28086200154268,"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."}}