{"id":"W1638530845","doi":"10.1016/j.quaint.2007.05.005","title":"","year":2007,"lang":"en","type":"article","venue":"Quaternary International","topic":"Occupational Health and Performance","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Burnout; Cynicism; Emotional exhaustion; Context (archaeology); Occupational safety and health; Psychology; Depersonalization; Work (physics); Applied psychology; Social psychology; Medicine; Clinical psychology; Engineering; Political science","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":[0.003144209,0.0002431481,0.0002348265,0.0003775836,0.001173105,0.00001381568,0.0007072148,0.0002292842,0.001462954],"category_scores_gemma":[0.0002438157,0.0002218082,0.00009913409,0.0002361272,0.00008025183,0.0008217889,0.0001864973,0.0009010331,0.00103952],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006139951,"about_ca_system_score_gemma":0.0003202737,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001524805,"about_ca_topic_score_gemma":0.001223592,"domain_scores_codex":[0.995796,0.0001694097,0.001460238,0.0004318068,0.000984925,0.00115766],"domain_scores_gemma":[0.9969229,0.001170947,0.0004873118,0.0003244582,0.0006346439,0.0004597811],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001854417,0.0001015005,0.9772174,0.00005703347,0.00003542853,0.00005545892,0.002453647,0.00003836099,0.0007258719,0.008821382,0.001669137,0.006970322],"study_design_scores_gemma":[0.002161627,0.0001255495,0.908645,0.000124309,0.000004411242,0.00001974394,0.001325432,0.002657253,0.0002931478,0.001469704,0.08294383,0.0002300483],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9426238,0.00003701013,0.0128671,0.007485906,0.007710101,0.0005814605,0.00005490749,0.0002430598,0.02839669],"genre_scores_gemma":[0.9766483,0.00004730078,0.00250403,0.0120089,0.003891191,0.00009855902,0.0002316089,0.00003033483,0.004539808],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08127469,"threshold_uncertainty_score":0.9997383,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07879916706456803,"score_gpt":0.517905579351736,"score_spread":0.439106412287168,"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."}}