{"id":"W4231500459","doi":"10.1007/978-94-007-0753-5_603","title":"Counseling","year":2014,"lang":"en","type":"book-chapter","venue":"","topic":"Counseling Practices and Supervision","field":"Psychology","cited_by":0,"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003833924,0.0002394859,0.0002838325,0.00008813926,0.00006771473,0.00004489015,0.000192392,0.0004615366,0.08563624],"category_scores_gemma":[0.00001161612,0.0002103321,0.0001493102,0.000008566191,0.00002890794,0.00002559681,0.00002550862,0.00043811,0.02124889],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001164856,"about_ca_system_score_gemma":0.00002013619,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000793713,"about_ca_topic_score_gemma":0.00003211091,"domain_scores_codex":[0.9988626,0.00001815875,0.0002849625,0.0004079655,0.0002352173,0.0001910634],"domain_scores_gemma":[0.9988363,0.0002685993,0.0001262169,0.0006051833,0.00009280145,0.00007083658],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003101042,0.000007594217,8.125671e-7,0.00001270168,0.00008325515,0.0000264457,0.0004324997,0.000001029186,0.000002706915,0.5564532,0.1467927,0.2961561],"study_design_scores_gemma":[0.0001563872,0.00005872064,0.000001006125,0.00005088651,0.00006145109,0.00002846728,0.00002267928,0.00004530922,2.350856e-7,0.0080837,0.9912283,0.0002628297],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0000129819,0.005190615,0.002477207,0.0003464883,0.001995977,0.0001086669,0.000005095903,0.0001506997,0.9897122],"genre_scores_gemma":[0.0008944336,0.001592586,0.0002349899,0.001530928,0.0007143407,0.000003405509,0.00002789754,0.00007898926,0.9949224],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8444356,"threshold_uncertainty_score":0.9795132,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03799944061399337,"score_gpt":0.3156094203507089,"score_spread":0.2776099797367155,"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."}}