{"id":"W2593058418","doi":"","title":"Probing the Icebergs of Workplace Learning: Findings of the 1998, 2004 and 2010 Surveys of Work and Lifelong Learning1","year":2011,"lang":"en","type":"article","venue":"New Prairie Press (Kansas State University)","topic":"Education Systems and Policy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Iceberg; Work (physics); Lifelong learning; Geography; Engineering; Sociology; Pedagogy; Meteorology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001088336,0.00008844912,0.0001730639,0.00008218757,0.000311689,0.00001999534,0.000305337,0.00007405418,0.00002306415],"category_scores_gemma":[0.0001743743,0.00006663406,0.0000443626,0.0004749607,0.0006562085,0.000205639,0.0001138165,0.0002045459,7.670737e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002102164,"about_ca_system_score_gemma":0.0002693122,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02654252,"about_ca_topic_score_gemma":0.003698663,"domain_scores_codex":[0.9984617,0.0008396968,0.0001743283,0.0001484321,0.000196973,0.0001788823],"domain_scores_gemma":[0.9989308,0.0003676683,0.000355026,0.0001581036,0.0001015839,0.00008677895],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005749554,0.00003436158,0.7091987,0.00006599841,0.00006279209,6.160253e-7,0.2791538,0.0001154874,0.00005390392,0.007417591,0.002194055,0.001645251],"study_design_scores_gemma":[0.0009405572,0.000128123,0.4282517,0.0003781001,0.0001172833,0.00000119101,0.05683862,0.000009197734,0.00141951,0.0003320115,0.5112984,0.0002853044],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9828593,0.0002644547,0.0002391297,0.001113353,0.0001548709,0.0003129613,0.000006207043,0.00001605987,0.01503367],"genre_scores_gemma":[0.9485272,0.000113485,0.00009269721,0.000008520946,0.00002673914,3.222682e-7,5.352363e-7,0.000006784249,0.05122374],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5091044,"threshold_uncertainty_score":0.9799398,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04022740215681819,"score_gpt":0.2509350487295189,"score_spread":0.2107076465727007,"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."}}