{"id":"W7005376423","doi":"","title":"Profiles of Italian preschool educators: younger teachers are at higher risk of psychological discomfort and burnout","year":2023,"lang":"en","type":"article","venue":"Archivio istituzionale della ricerca (Alma Mater Studiorum Università di Bologna)","topic":"Health, psychology, and well-being","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Burnout; Anxiety; Latent class model; Occupational burnout; Population; Scale (ratio); Demographics; Emotional exhaustion; Distress; Multivariate analysis of variance","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":[0.0002673339,0.000202562,0.0002420788,0.0007911401,0.0005559908,0.0006206447,0.0001493034,0.0003572287,0.002795102],"category_scores_gemma":[0.00126791,0.0001735844,0.000233795,0.000552088,0.0002328788,0.0002794296,0.0003940386,0.0002897415,0.0004644239],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003004273,"about_ca_system_score_gemma":0.0004597014,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009007684,"about_ca_topic_score_gemma":0.0153804,"domain_scores_codex":[0.9998363,0.00002109937,0.00001649107,0.00002839333,0.00003368111,0.0000639557],"domain_scores_gemma":[0.9992661,0.00006654489,0.0004080077,0.00002862972,0.00006496459,0.0001658385],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003522675,0.0000255468,0.995736,0.00001573816,0.000004491401,0.0001289704,0.001039566,0.000006336308,0.000396853,0.000008301719,0.00009478291,0.002508096],"study_design_scores_gemma":[9.593206e-7,0.00002484384,0.9983266,0.00000603684,0.000003088814,0.0001826266,0.001292025,0.000007283576,0.00002086661,0.000006161756,0.0001286468,9.614271e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994612,0.00009448909,0.00001899756,0.0000333143,0.000002229664,0.000004364771,0.00004993701,0.000002341359,0.0003329621],"genre_scores_gemma":[0.9993206,0.0001498062,0.00005731712,0.00002201894,0.000004769942,0.000009300874,0.0001331068,0.000001680387,0.0003013703],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009007684,"threshold_uncertainty_score":0.01791054,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03569673002054956,"score_gpt":0.3448880051615227,"score_spread":0.3091912751409732,"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."}}