{"id":"W4250440920","doi":"10.1007/978-3-319-01384-8_72","title":"Epistemology","year":2016,"lang":"en","type":"book-chapter","venue":"","topic":"Hospitality and Tourism Education","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Philosophy; Epistemology; Sociology","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001020058,0.000164041,0.0001755038,0.0001491407,0.00005746274,0.00006870785,0.0001470846,0.0002195818,0.01457639],"category_scores_gemma":[0.00001670331,0.0001228454,0.00008733192,0.00001223985,0.00005250127,0.0002755066,0.00007830242,0.0000920661,0.02192163],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002268872,"about_ca_system_score_gemma":0.00001963243,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000554367,"about_ca_topic_score_gemma":0.00002847289,"domain_scores_codex":[0.9993575,8.789344e-7,0.0001779632,0.0002206537,0.0001075714,0.0001354766],"domain_scores_gemma":[0.9994856,0.00001914819,0.0001685681,0.0002366282,0.00008416529,0.000005900072],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000001900242,0.000005094842,0.00004978195,0.00003945669,0.00001519375,0.000004747043,0.000002023322,1.439219e-8,7.439682e-7,0.9134822,0.07779778,0.008601086],"study_design_scores_gemma":[0.00005265209,0.000001645434,0.00009881293,0.00003292391,0.00001567198,7.270164e-7,0.000001576832,9.551437e-7,4.749988e-7,0.3267578,0.672904,0.0001328369],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0000419205,0.00006286356,0.0001366041,0.005356708,0.001169835,0.0001175096,0.000001605836,0.0001173352,0.9929956],"genre_scores_gemma":[0.006712312,0.00001736921,0.00002846655,0.002539277,0.005603498,0.00000466078,0.00003245904,0.00003567922,0.9850263],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5951062,"threshold_uncertainty_score":0.9863244,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01889104038711087,"score_gpt":0.2156703924021114,"score_spread":0.1967793520150005,"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."}}