{"id":"W65937165","doi":"10.1007/978-1-4020-6230-8_15","title":"Qualification Standards for Career Practitioners","year":2008,"lang":"en","type":"book-chapter","venue":"","topic":"Higher Education and Employability","field":"Social Sciences","cited_by":15,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Career development; Public relations; Section (typography); Work (physics); Sociology; Political science; Psychology; Pedagogy; Engineering; Business; Mechanical engineering","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":[0.005182817,0.0005046264,0.0004510285,0.001894147,0.003736109,0.004658231,0.001314512,0.004051435,0.02073205],"category_scores_gemma":[0.01108399,0.0004128605,0.0003798452,0.001708227,0.003033406,0.003607877,0.00284084,0.006997242,0.007548441],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004000117,"about_ca_system_score_gemma":0.009981299,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009288333,"about_ca_topic_score_gemma":0.02060561,"domain_scores_codex":[0.9967778,0.0009101042,0.0002381319,0.0002589476,0.001410852,0.0004042501],"domain_scores_gemma":[0.9965836,0.0008870634,0.0001845252,0.0002580389,0.001684381,0.0004024255],"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":[0.000007392081,0.0000521106,0.0003565313,0.00008772367,0.000001477514,0.00004026499,0.001670328,0.0002497629,0.000197551,0.7348325,0.1637992,0.09870513],"study_design_scores_gemma":[0.000007533286,0.00004550003,0.002098904,0.0006469413,0.000003246317,0.0001376282,0.001527166,0.0003347022,0.0002183191,0.195425,0.7995329,0.00002220641],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003529512,0.006823855,0.01190381,0.0221246,0.002311289,0.0001066924,0.0001394726,0.0001121807,0.9529485],"genre_scores_gemma":[0.08245581,0.005502758,0.01671056,0.00692597,0.001024767,0.0002805873,0.0004220397,0.0001558877,0.8865217],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02073205,"threshold_uncertainty_score":0.06935561,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1123190475769855,"score_gpt":0.4028244226578434,"score_spread":0.2905053750808579,"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."}}