{"id":"W4391763284","doi":"10.1007/978-3-031-17299-1_603","title":"Counseling","year":2023,"lang":"en","type":"book-chapter","venue":"","topic":"Psychotherapy Techniques and Applications","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Adler","funders":"","keywords":"Psychology","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":[0.0005566956,0.0006427523,0.0003503735,0.001192164,0.003134831,0.002021429,0.001134426,0.001720709,0.4943472],"category_scores_gemma":[0.001362397,0.0003869348,0.0002841983,0.0006434629,0.0005045619,0.001097887,0.001580146,0.002423528,0.2330166],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001100674,"about_ca_system_score_gemma":0.00243784,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0038973,"about_ca_topic_score_gemma":0.01746361,"domain_scores_codex":[0.9996092,0.00007022765,0.000009025406,0.00006615637,0.0001702196,0.00007525552],"domain_scores_gemma":[0.9996343,0.00005556367,0.00001404864,0.00005078248,0.0001078608,0.0001374251],"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":[0.00001774829,0.0001877345,0.0002320597,0.00006290563,0.000002138215,0.0001270755,0.0003796999,0.00007459976,0.0005155158,0.02632322,0.698638,0.2734393],"study_design_scores_gemma":[0.000004335393,0.00001185964,0.000472201,0.00005906029,0.000001505994,0.0002893569,0.0001528541,0.00008542122,0.000161315,0.003214721,0.9955441,0.000003329956],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0007521198,0.0009096576,0.0020261,0.002755969,0.0008173127,0.0001402929,0.0002095938,0.0004210657,0.9919679],"genre_scores_gemma":[0.001624129,0.0003423763,0.0005362342,0.0009544389,0.00006974076,0.00003463132,0.00006940291,0.0000331903,0.9963359],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4943472,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06355502935143442,"score_gpt":0.3611760268254574,"score_spread":0.297620997474023,"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."}}