{"id":"W2892924073","doi":"10.1080/0158037x.2018.1520210","title":"The idea of academia and the real world and its ironic role in the discourse on Work-integrated Learning","year":2018,"lang":"en","type":"article","venue":"Studies in Continuing Education","topic":"Higher Education and Employability","field":"Social Sciences","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Waterloo; University of Cincinnati","keywords":"Work (physics); Sociology; Bridge (graph theory); Epistemology; Pedagogy; Philosophy","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003469933,0.00006382474,0.0001107197,0.00004317517,0.0004694502,0.0000446656,0.0001533237,0.00004216438,0.00000446924],"category_scores_gemma":[0.001866666,0.00003199041,0.00001471877,0.0004429123,0.001228738,0.00005975901,0.00003042524,0.0003466404,0.000001771301],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000892957,"about_ca_system_score_gemma":0.0001033946,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001737805,"about_ca_topic_score_gemma":0.02463283,"domain_scores_codex":[0.9985677,0.0008079185,0.0001904506,0.0001343767,0.0001441287,0.0001554333],"domain_scores_gemma":[0.9981009,0.00157029,0.0001052466,0.0001040483,0.0001034143,0.00001614625],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0000559407,0.00004148151,0.290369,0.000006622932,0.00000912608,2.593768e-8,0.5991539,0.000001730396,0.000004040612,0.03709641,0.0007721212,0.07248962],"study_design_scores_gemma":[0.0002390005,0.00002255249,0.4778767,0.0002058046,0.00001253338,8.262773e-8,0.4956811,0.000007225794,0.000009156293,0.004271508,0.02161084,0.00006357213],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9763172,0.002722889,2.943771e-7,0.01507252,0.0004345067,0.0002910229,2.117932e-7,0.00000804462,0.005153315],"genre_scores_gemma":[0.9955811,0.001743181,0.00001040203,0.0000929622,0.0002192291,0.0000696784,4.707106e-7,0.000003318137,0.002279645],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1875076,"threshold_uncertainty_score":0.9931651,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03375835267429072,"score_gpt":0.4173481975210293,"score_spread":0.3835898448467385,"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."}}