{"id":"W2023292539","doi":"10.1002/ace.302","title":"Workplace learning: Emerging trends and new perspectives","year":2008,"lang":"en","type":"article","venue":"New Directions for Adult and Continuing Education","topic":"Innovative Education and Learning Practices","field":"Social Sciences","cited_by":166,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Adult Learning; Adult education; Psychology; Pedagogy; Sociology; Public relations; Engineering ethics; Political science; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000244677,0.00008604888,0.00009314788,0.0002180362,0.001259972,0.0001221965,0.00004442929,0.00005749938,0.0001506803],"category_scores_gemma":[0.001685578,0.00009446681,0.00003015338,0.0005103399,0.0001101713,0.0004056348,0.000007420971,0.0001645963,0.000003474052],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005367249,"about_ca_system_score_gemma":0.0003370913,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002827335,"about_ca_topic_score_gemma":0.0005044899,"domain_scores_codex":[0.999292,0.00009957473,0.0001187663,0.0002237083,0.0001021747,0.0001638097],"domain_scores_gemma":[0.9991457,0.0002031766,0.0001274872,0.00005581195,0.0003612392,0.0001065282],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001722833,0.00005085557,0.01243694,0.000003680594,0.00001185273,4.190412e-8,0.2320116,0.000001413658,0.00004648757,0.01915508,0.03344393,0.7028209],"study_design_scores_gemma":[0.0002248538,0.00003445307,0.03063183,0.00003862385,0.00002098966,0.000004899121,0.1829993,0.00001797276,0.00002028592,0.0002457302,0.7856374,0.0001237487],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8578819,0.003616418,0.00167805,0.04889679,0.002047245,0.0003047069,7.205841e-7,0.0002952945,0.08527885],"genre_scores_gemma":[0.6826854,0.001187619,0.002168551,0.00009657003,0.001091317,0.00002551913,0.000006141741,0.00001020194,0.3127286],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7521934,"threshold_uncertainty_score":0.9690813,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03309060910205941,"score_gpt":0.3688775818156226,"score_spread":0.3357869727135632,"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."}}