{"id":"W1636613816","doi":"","title":"Demonstrating Value: A Draft Framework for Evaluating the Effectiveness of Career Development Interventions","year":2007,"lang":"en","type":"article","venue":"Canadian Journal of Counselling and Psychotherapy","topic":"Global Health Workforce Issues","field":"Health Professions","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychological intervention; Agency (philosophy); Intervention (counseling); Value (mathematics); Psychology; Career development; Front line; Service provider; Service (business); Medical education; Outcome (game theory); Work (physics); Applied psychology; Public relations; Process management; Knowledge management; Nursing; Business; Medicine; Social psychology; Political science; Sociology; Marketing; Computer science; Engineering","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01198841,0.0001253776,0.0002960596,0.0001525067,0.0009615026,0.00001742083,0.0001875212,0.0001601776,0.00005246905],"category_scores_gemma":[0.0000591016,0.00009286669,0.0001212507,0.0002092061,0.000092568,0.00006413266,2.59159e-7,0.0005103761,0.00000128074],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007486331,"about_ca_system_score_gemma":0.0008807026,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004689101,"about_ca_topic_score_gemma":0.006776919,"domain_scores_codex":[0.9976608,0.0005594119,0.0009686834,0.000119065,0.0002158697,0.0004761362],"domain_scores_gemma":[0.9939396,0.004305336,0.0006349821,0.0001369526,0.000648711,0.0003344372],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.005334315,0.0001593261,0.09865715,0.007368073,0.001164275,0.00002704051,0.2224566,0.00227457,0.001330242,0.3241752,0.001598257,0.3354549],"study_design_scores_gemma":[0.005413542,0.002733349,0.02088264,0.06009399,0.0002231149,0.00007671319,0.01142397,0.0007089441,0.0006833599,0.7436562,0.1534314,0.0006727753],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4726081,0.01476884,0.510837,0.0002490028,0.0008737876,0.00054154,0.00000594739,0.000004410462,0.0001113947],"genre_scores_gemma":[0.9605356,0.003550219,0.03459809,0.0007580842,0.0003796314,0.00003139035,0.000002668411,0.00003770172,0.000106589],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.4879275,"threshold_uncertainty_score":0.7395198,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1253598953282873,"score_gpt":0.4935064763724377,"score_spread":0.3681465810441503,"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."}}