{"id":"W6907896660","doi":"10.25318/82-003-x202101200001-fra","title":"Mesurer les facteurs psychosociaux en milieu de travail au sein du gouvernement fédéral","year":2022,"lang":"fr","type":"article","venue":"Statistics Canada Dissemination","topic":"Workplace Health and Well-being","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Civil servants; Research methodology; Work environment","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":[0.004156232,0.0002235843,0.0004876421,0.002280226,0.002743134,0.00200603,0.001052436,0.0003738209,0.00340516],"category_scores_gemma":[0.0154393,0.0002949999,0.0006460472,0.004549231,0.001115554,0.0007554621,0.001330796,0.001190091,0.0004376802],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02673984,"about_ca_system_score_gemma":0.05237249,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.97531,"about_ca_topic_score_gemma":0.9830849,"domain_scores_codex":[0.9962165,0.000915283,0.0002216924,0.0003840935,0.001379678,0.0008827347],"domain_scores_gemma":[0.9855128,0.002270116,0.002094576,0.000910449,0.007629802,0.001582312],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001619175,0.00008078395,0.8992494,0.0003278884,0.0001634795,0.00007817582,0.008988976,0.0008562667,0.0003938198,0.003634755,0.01431213,0.07175253],"study_design_scores_gemma":[0.000005542295,0.00003312586,0.9848851,0.0001968424,0.00003535085,0.0000136474,0.003956149,0.0004062877,0.0002404179,0.0002559525,0.009950804,0.00002079028],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.942409,0.002806349,0.003233342,0.006422467,0.0001716872,0.000281248,0.01742018,0.0001272745,0.02712851],"genre_scores_gemma":[0.9791619,0.001455141,0.003073352,0.0004010518,0.00002748268,0.0002506952,0.005427164,0.00003446457,0.01016883],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02673984,"threshold_uncertainty_score":0.194012,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01483722121539153,"score_gpt":0.3388167326465226,"score_spread":0.3239795114311311,"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."}}