{"id":"W4315832394","doi":"10.53841/bpsadm.2012.4.3.17","title":"So what and then what? An integrated approach of vocational assessment and coaching","year":2012,"lang":"en","type":"article","venue":"Assessment and Development Matters","topic":"Educational and Psychological Assessments","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Armed Forces","funders":"","keywords":"Coaching; Vocational education; Process (computing); Work (physics); Process management; Psychology; Knowledge management; Applied psychology; Computer science; Engineering; Pedagogy; Mechanical engineering; Psychotherapist","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":[0.01342885,0.0006666899,0.00105389,0.003088052,0.005618172,0.01310142,0.001762461,0.004917424,0.00225642],"category_scores_gemma":[0.01589405,0.0006827065,0.0006920116,0.001493692,0.01617504,0.01844573,0.007296876,0.0106316,0.001214521],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005243714,"about_ca_system_score_gemma":0.01578644,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006762458,"about_ca_topic_score_gemma":0.01875804,"domain_scores_codex":[0.98527,0.01029559,0.0004312567,0.0008472648,0.002262242,0.000893678],"domain_scores_gemma":[0.9917113,0.003988683,0.0004473397,0.0005663572,0.001520118,0.001766249],"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":[0.00008786553,0.0006075072,0.007005752,0.0007098982,0.0001037247,0.0005243144,0.08820979,0.0007309687,0.00154498,0.4408359,0.03432236,0.425317],"study_design_scores_gemma":[0.00004073892,0.0002003187,0.005832997,0.002405649,0.00006922005,0.001328695,0.06483253,0.00199181,0.0008352889,0.6503907,0.2719361,0.0001359603],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"methods","genre_scores_codex":[0.02444059,0.02111267,0.2432812,0.490983,0.006209104,0.0006429457,0.00006122875,0.0006274259,0.2126419],"genre_scores_gemma":[0.5421829,0.01954022,0.3228445,0.06732114,0.002934857,0.001155229,0.0001147658,0.0002678449,0.04363858],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.01342885,"threshold_uncertainty_score":0.07101941,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.067947491083666,"score_gpt":0.3945954123103003,"score_spread":0.3266479212266343,"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."}}