{"id":"W6887685702","doi":"10.17605/osf.io/9fyns","title":"Final-Year Student Burnout in Career Navigation: The Demand-Resource Model Approach","year":2024,"lang":"en","type":"other","venue":"Open Science Framework","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Burnout; Mental health; Stressor; Context (archaeology); Psychological intervention; Anxiety; Curriculum; Distress","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001948145,0.0006555948,0.000317277,0.002148254,0.001483472,0.003895346,0.001492794,0.001278395,0.009054755],"category_scores_gemma":[0.002783027,0.0004062399,0.00074554,0.00130078,0.002129106,0.002593354,0.002783736,0.001321528,0.0008321698],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004109873,"about_ca_system_score_gemma":0.004748953,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01341043,"about_ca_topic_score_gemma":0.02871823,"domain_scores_codex":[0.9990395,0.0006053002,0.00002378772,0.00008232291,0.000132356,0.0001167984],"domain_scores_gemma":[0.998257,0.0007408594,0.0002016153,0.0001034238,0.0002655248,0.0004316335],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0001889424,0.00196281,0.1621377,0.0004267169,0.0001514654,0.0007412898,0.01474842,0.02524013,0.0008952377,0.6797987,0.01552403,0.09818456],"study_design_scores_gemma":[0.00009814296,0.0004331228,0.1087016,0.0008102967,0.0001359806,0.001074433,0.04616198,0.2308514,0.0004347293,0.5548199,0.05633633,0.0001419509],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4476496,0.001741569,0.1811754,0.0361871,0.0003690734,0.0006265506,0.001288414,0.0002496925,0.3307126],"genre_scores_gemma":[0.9729447,0.0007388101,0.01216111,0.0004700904,0.00006702944,0.0003829013,0.0002670949,0.00004167302,0.01292657],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01341043,"threshold_uncertainty_score":0.03029114,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0590126086057729,"score_gpt":0.3607452148175648,"score_spread":0.3017326062117919,"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."}}