{"id":"W4239944513","doi":"10.22215/etd/2011-09745","title":"Correctional counsellor relational competency assessment : development and validation","year":2011,"lang":"en","type":"dissertation","venue":"","topic":"Counseling Practices and Supervision","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University; Canadian Heritage; Library and Archives Canada","funders":"","keywords":"Psychology; Library science; Computer science","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":[],"category_scores_codex":[0.0004443779,0.0002503557,0.000224605,0.0001761789,0.0002697155,0.00005779682,0.00009361425,0.0003372571,0.01572748],"category_scores_gemma":[0.00001450542,0.0002395456,0.0000547015,0.00009737736,0.00001720381,0.0001707956,0.000009682743,0.0003978053,0.0004678022],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004685747,"about_ca_system_score_gemma":0.000367529,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002496411,"about_ca_topic_score_gemma":0.0003756161,"domain_scores_codex":[0.9983326,0.00009659493,0.000480698,0.0004867014,0.0004164644,0.0001869949],"domain_scores_gemma":[0.9989852,0.0002185867,0.0002618794,0.0001881843,0.000268647,0.00007752394],"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":[0.001077758,0.001371514,0.008794662,0.000256581,0.001012377,0.0000370167,0.05318937,0.00001488249,0.0001891012,0.2081914,0.03390186,0.6919635],"study_design_scores_gemma":[0.001113125,0.0001986013,0.2091993,0.0001679245,0.0002207198,0.00006896065,0.007166599,0.0002964814,0.0001182185,0.002260112,0.7782476,0.0009423894],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.4156569,0.002016224,0.002812435,0.00009483685,0.009175749,0.0005112309,0.00001091175,0.0001518846,0.5695698],"genre_scores_gemma":[0.2295523,0.001590415,0.0447129,0.0004929693,0.0006528954,0.0004056657,0.0147783,0.0001661597,0.7076485],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7443457,"threshold_uncertainty_score":0.9851723,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05024892191469719,"score_gpt":0.3499344174412689,"score_spread":0.2996854955265716,"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."}}