{"id":"W33334096","doi":"10.1021/jasms.0c00377","title":"A Study On Occupational Stress Experienced By Lecturers Of The Higher Learning Institutions","year":2004,"lang":"en","type":"dissertation","venue":"Journal of the American Society for Mass Spectrometry","topic":"Health and Well-being Studies","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Stressor; Occupational stress; Marital status; Psychology; Personality type; Association (psychology); Stress (linguistics); Significant difference; Personality; Job stress; Clinical psychology; Medicine; Gerontology; Job satisfaction; Social psychology; Environmental health; Population","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007811547,0.0006477037,0.0005610441,0.001308213,0.002011063,0.001437792,0.0004847118,0.0008528978,0.005422693],"category_scores_gemma":[0.002040047,0.0002013546,0.0006891037,0.0008612859,0.0006985498,0.0006176764,0.001672149,0.0008217221,0.001523989],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001010401,"about_ca_system_score_gemma":0.001104703,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006466687,"about_ca_topic_score_gemma":0.007580756,"domain_scores_codex":[0.9990877,0.0002007099,0.00006044442,0.0001376708,0.0001681661,0.0003452025],"domain_scores_gemma":[0.9973738,0.0002284353,0.0004570028,0.00007046027,0.0004651815,0.001404958],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003466243,0.001928253,0.9295707,0.0002501307,0.00009734534,0.0009674553,0.02813747,0.0001716931,0.002810568,0.00015119,0.001751012,0.03381753],"study_design_scores_gemma":[0.000009782669,0.001287958,0.9328295,0.00007874772,0.0000292355,0.0002627506,0.061318,0.0001267339,0.000457735,0.00007667166,0.003483064,0.0000399291],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979316,0.0002294689,0.00009219284,0.0002024717,0.00003826847,0.00002105544,0.0001625403,0.000005463758,0.001316944],"genre_scores_gemma":[0.9968075,0.0003928555,0.00009105579,0.0001410169,0.00005427187,0.00003614986,0.0001436597,0.000003739765,0.002329875],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006466687,"threshold_uncertainty_score":0.01814067,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02996967501139168,"score_gpt":0.3894282987928326,"score_spread":0.3594586237814409,"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."}}