{"id":"W1480766091","doi":"10.5539/jel.v4n2p53","title":"Conceptualizing Learning and Employability “Learning and Employability Framework”","year":2015,"lang":"en","type":"article","venue":"Journal of Education and Learning","topic":"Higher Education and Employability","field":"Social Sciences","cited_by":44,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Employability; Internship; CLARITY; Reputation; Psychology; Higher education; Mathematics education; Pedagogy; Medical education; Sociology; Political science; Medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005658805,0.0008071408,0.0004322286,0.005307929,0.002253847,0.004892549,0.001449793,0.002016279,0.003252632],"category_scores_gemma":[0.005871971,0.0002103593,0.0009628101,0.003346084,0.01113027,0.007546594,0.005659509,0.001992851,0.0004174978],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005279921,"about_ca_system_score_gemma":0.005068563,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00981281,"about_ca_topic_score_gemma":0.005460109,"domain_scores_codex":[0.9943728,0.002876521,0.0003757122,0.0006002058,0.001039063,0.0007355124],"domain_scores_gemma":[0.9956217,0.001972206,0.000888381,0.0002458218,0.0006830302,0.0005888097],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00002039486,0.0001509748,0.02589184,0.0004602336,0.00004428588,0.000641319,0.03263289,0.002252144,0.0007561775,0.8787442,0.00304515,0.05536051],"study_design_scores_gemma":[0.00002493201,0.0002746458,0.06177652,0.001782249,0.00005894042,0.001066783,0.05961674,0.01142295,0.0004947513,0.7343557,0.1289812,0.0001445957],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.3879365,0.01483897,0.2622498,0.04536903,0.0006380811,0.001714993,0.001058646,0.0002584901,0.2859355],"genre_scores_gemma":[0.9700722,0.002968301,0.02072523,0.0009021354,0.0001278912,0.0006592543,0.0002700914,0.00002417571,0.004250793],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00981281,"threshold_uncertainty_score":0.03830874,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04631130779199347,"score_gpt":0.4003749989164898,"score_spread":0.3540636911244963,"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."}}