{"id":"W7115568021","doi":"10.82396/cjcd.v10i1.3043","title":"Evaluating the Impact of Career Development Services in Canada: The Perceptions of Managers and Program Administrators","year":2021,"lang":"en","type":"article","venue":"The Journal of Macrodynamic Analysis (Memorial University of Newfoundland)","topic":"Human Resource Development and Performance Evaluation","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Lethbridge","funders":"","keywords":"Agency (philosophy); Career development; Perception; Value (mathematics); Program evaluation; Career planning","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001669371,0.0001049265,0.0003484815,0.0001751368,0.0001860807,0.00001132521,0.0004017059,0.00004046381,0.0005468479],"category_scores_gemma":[0.00001824723,0.00006079426,0.0001722654,0.0006622683,0.0001453285,0.00006181429,0.00007041061,0.0001943542,6.82054e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003326894,"about_ca_system_score_gemma":0.001271415,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2555194,"about_ca_topic_score_gemma":0.8269958,"domain_scores_codex":[0.9983708,0.0004698438,0.0004534029,0.00009309206,0.0004680636,0.0001448436],"domain_scores_gemma":[0.9984352,0.0002446344,0.0007429162,0.0002141533,0.0003248382,0.00003827435],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001009051,0.0001432148,0.8819343,0.00005192239,0.004990584,0.00002186513,0.05080606,0.03847649,0.0004211167,0.00003291398,0.00009691498,0.02201555],"study_design_scores_gemma":[0.0007817753,0.0001393038,0.9444941,0.00003681728,0.001087288,0.00001390048,0.0461027,0.007211518,0.000004747805,0.00002000804,0.00004442988,0.00006338461],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989982,0.0001390338,0.00007150729,0.0001936292,0.0001120514,0.0001336203,0.000008439837,0.000001439992,0.000342056],"genre_scores_gemma":[0.9995075,0.0000755795,0.0001526631,0.00000720742,0.00004078419,2.115699e-7,0.00001439124,0.000003879174,0.0001977962],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5714765,"threshold_uncertainty_score":0.7494382,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0288101125715894,"score_gpt":0.3265376901767692,"score_spread":0.2977275776051798,"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."}}