{"id":"W7101410991","doi":"10.1007/s12498-025-2664-1","title":"Overkwalificatie als risicofactor","year":2025,"lang":"nl","type":"article","venue":"Tijdschrift voor bedrijfs- en verzekeringsgeneeskunde","topic":"German Literature and Culture Studies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Thornhill Medical (Canada)","funders":"","keywords":"","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":[0.006487815,0.0005565801,0.000695092,0.002804604,0.003199675,0.005928741,0.001280955,0.001270317,0.03729909],"category_scores_gemma":[0.06545693,0.0003567965,0.0006615972,0.001994453,0.006230376,0.00237421,0.004381837,0.003426528,0.002961001],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002891163,"about_ca_system_score_gemma":0.004827199,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008019418,"about_ca_topic_score_gemma":0.009782985,"domain_scores_codex":[0.9840893,0.005818384,0.001070056,0.001176668,0.005618412,0.002227216],"domain_scores_gemma":[0.9469765,0.02617089,0.008749177,0.004843056,0.007177499,0.00608291],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009778403,0.001334887,0.434902,0.001381329,0.0007010156,0.003709123,0.04472546,0.000352316,0.002050903,0.1713918,0.04981881,0.2886546],"study_design_scores_gemma":[0.000246847,0.0005185702,0.4030002,0.001923946,0.000985813,0.008526213,0.06272599,0.0009089975,0.002908132,0.1189602,0.3990354,0.000259729],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4554397,0.006118214,0.008315147,0.0327092,0.001338408,0.0004696227,0.001212157,0.0004293445,0.4939683],"genre_scores_gemma":[0.9771418,0.001139067,0.001593011,0.002048762,0.0002054702,0.00009922681,0.0002857041,0.0001670893,0.01731997],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03729909,"threshold_uncertainty_score":0.1247779,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007895204052766735,"score_gpt":0.2456459181059701,"score_spread":0.2377507140532034,"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."}}