{"id":"W1512587290","doi":"","title":"What are your thoughts on current and future trends in the evaluation of workplace learning","year":2014,"lang":"en","type":"article","venue":"PLA Inside Out: An International Journal on Theory, Research and Practice in Prior Learning Assessment","topic":"Higher Education Learning Practices","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Thompson Rivers University","funders":"","keywords":"Psychology; Dimension (graph theory); Work (physics); Experiential learning; Public relations; Political science; Pedagogy; Engineering","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":[0.122002,0.0006958814,0.001143176,0.003074846,0.004798416,0.0148744,0.003592908,0.008899822,0.01016172],"category_scores_gemma":[0.3295775,0.0005918528,0.001720047,0.004112366,0.01299784,0.02170905,0.005286289,0.01735954,0.00536437],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008356422,"about_ca_system_score_gemma":0.01173969,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01378179,"about_ca_topic_score_gemma":0.01393358,"domain_scores_codex":[0.9076683,0.04994939,0.009253682,0.004058751,0.02610745,0.002962408],"domain_scores_gemma":[0.5880202,0.1465187,0.0232214,0.01178268,0.2010006,0.02945635],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003260607,0.0002167327,0.01590231,0.002646299,0.0001350597,0.0005003114,0.02696938,0.0004288055,0.0012856,0.01462258,0.7505113,0.1864555],"study_design_scores_gemma":[0.0001181042,0.0005800243,0.01271288,0.01081383,0.0001499111,0.001771873,0.1212319,0.001424057,0.002996438,0.02559761,0.8219693,0.0006341293],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.002809104,0.01102507,0.002657682,0.969264,0.01063436,0.00006155871,0.0001091347,0.0001459586,0.003293119],"genre_scores_gemma":[0.1769037,0.05109473,0.04328949,0.6673889,0.03745032,0.001150898,0.0005896757,0.000846097,0.02128628],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.122002,"threshold_uncertainty_score":0.6452161,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1893002395219738,"score_gpt":0.5731012635551632,"score_spread":0.3838010240331894,"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."}}