{"id":"W7096760298","doi":"","title":"Canadian Journal o f Counsel l ing I Revue canadienne de counseling I 2001, V o l. 35:3 237 A Portrait of Counselling: Counsellors &amp;apos; Work Roles and Career Satisfaction","year":2016,"lang":"en","type":"article","venue":"","topic":"Counseling Practices and Supervision","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Context (archaeology); Portrait; Work (physics); Higher education; Job satisfaction; Professional development","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003309371,0.0003971265,0.0005293357,0.0004722932,0.0005674778,0.0002200313,0.0003046101,0.0004175338,0.003465351],"category_scores_gemma":[0.0001567501,0.0003262055,0.0001418334,0.0004284024,0.0001949459,0.0004797014,0.000006248017,0.0005390542,0.00007228991],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003757227,"about_ca_system_score_gemma":0.0008959565,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.301357,"about_ca_topic_score_gemma":0.8799627,"domain_scores_codex":[0.9965192,0.0001893948,0.0009175143,0.0006056429,0.0003313222,0.001436921],"domain_scores_gemma":[0.9964045,0.0007536797,0.0004479915,0.0005418118,0.0006722024,0.001179824],"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":[0.001326329,0.0002160271,0.2578304,0.000228158,0.001185369,0.0007973618,0.1905812,0.0007239401,0.01309119,0.004204178,0.1090023,0.4208135],"study_design_scores_gemma":[0.00280385,0.000362456,0.01897498,0.001411178,0.0004506907,0.003343927,0.008388301,0.0002550932,0.00009235524,0.004982579,0.9575031,0.001431458],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9758576,0.009316424,0.009658952,0.002051548,0.001503573,0.0002642896,0.00007262061,0.00006583065,0.001209188],"genre_scores_gemma":[0.9753345,0.01696029,0.001015743,0.000590142,0.0004071461,0.00001467891,0.00001251813,0.00008604644,0.005578968],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8485008,"threshold_uncertainty_score":0.999919,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07121321369770545,"score_gpt":0.3050827775603069,"score_spread":0.2338695638626014,"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."}}