{"id":"W4239633750","doi":"10.24124/2007/bpgub1330","title":"The experiential knowledge transfer gap: a cause of skills shortage","year":2007,"lang":"en","type":"dissertation","venue":"","topic":"Higher Education and Employability","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Northern British Columbia","funders":"","keywords":"Experiential learning; Economic shortage; Experiential knowledge; Knowledge management; Knowledge transfer; Transfer of learning; Psychology; Computer science; Mathematics education; Artificial intelligence; Epistemology; Philosophy","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":[0.002442002,0.0002127928,0.0003606019,0.001478071,0.001163331,0.00199492,0.000844916,0.001399684,0.01882791],"category_scores_gemma":[0.01551768,0.0002098347,0.0002756565,0.001308016,0.001435607,0.003489354,0.003211654,0.001530934,0.0009515039],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009075584,"about_ca_system_score_gemma":0.002625652,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001031056,"about_ca_topic_score_gemma":0.0007365998,"domain_scores_codex":[0.9987695,0.0002767713,0.00009073765,0.0001367834,0.0003299859,0.0003962479],"domain_scores_gemma":[0.9873131,0.007141861,0.001549559,0.0007317112,0.001401788,0.001862005],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.000774364,0.003577043,0.4417998,0.000910433,0.00007731129,0.01069136,0.02309477,0.001395545,0.004920592,0.08083884,0.01310645,0.4188135],"study_design_scores_gemma":[0.0002350428,0.0009801999,0.6737867,0.00113465,0.00009363337,0.01611248,0.05845228,0.005696526,0.005508666,0.2025366,0.03539753,0.00006562823],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9459665,0.001614416,0.002688268,0.01173718,0.0001425314,0.00004320974,0.0001292255,0.00003641357,0.03764218],"genre_scores_gemma":[0.9948914,0.0004378454,0.0003522961,0.0004013297,0.00006830064,0.00001763946,0.00005816014,0.000007712792,0.003765336],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01882791,"threshold_uncertainty_score":0.06298566,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.032684520043843,"score_gpt":0.4228699176117883,"score_spread":0.3901853975679453,"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."}}