{"id":"W2117287262","doi":"","title":"Employment and Educational Equivalence Outcomes as Measures of Employment and Career Counselling","year":2007,"lang":"en","type":"article","venue":"Canadian Journal of Counselling and Psychotherapy","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Salary; Equivalence (formal languages); Return on investment; Career counseling; Actuarial science; Psychology; Labour economics; Business; Economics; Applied psychology; Microeconomics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.008446816,0.0003643965,0.0005442898,0.004783181,0.001590085,0.001808378,0.001180694,0.0008833577,0.01121273],"category_scores_gemma":[0.02904612,0.00009901271,0.000804943,0.005146604,0.003128931,0.002397323,0.003481291,0.00191581,0.0008670924],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005795225,"about_ca_system_score_gemma":0.004135177,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07209413,"about_ca_topic_score_gemma":0.13211,"domain_scores_codex":[0.989626,0.002919382,0.000666156,0.0002812438,0.005537339,0.0009699569],"domain_scores_gemma":[0.9835263,0.004686808,0.004688949,0.000863885,0.003212563,0.00302148],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001335309,0.00281028,0.6462029,0.0006647825,0.0003409449,0.0003323407,0.005771152,0.003599584,0.0007896867,0.05083697,0.009764814,0.2775512],"study_design_scores_gemma":[0.00003263096,0.0004227608,0.9814761,0.00009239213,0.00003206712,0.00009317335,0.001302835,0.0009551589,0.0002261017,0.0081761,0.007159355,0.00003138014],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8397166,0.002235641,0.009535682,0.002447171,0.0002871777,0.0008569736,0.005614187,0.0001396494,0.139167],"genre_scores_gemma":[0.9910954,0.000283481,0.002455022,0.000134089,0.00004517422,0.0002539794,0.001019877,0.00001468716,0.004698379],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07209413,"threshold_uncertainty_score":0.143349,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08987628463045588,"score_gpt":0.3997046872504612,"score_spread":0.3098284026200053,"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."}}