{"id":"W4361277632","doi":"10.1177/17411432231165691","title":"School principals’ emotionally draining situations and student discipline issues in the context of work intensification","year":2023,"lang":"en","type":"article","venue":"Educational Management Administration & Leadership","topic":"Youth Substance Use and School Attendance","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Attendance; Psychology; Mental health; Context (archaeology); Work (physics); Pedagogy; Medical education; Social psychology; Political science; Medicine","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":[0.002743585,0.0002621443,0.000448083,0.001352893,0.003754461,0.004043833,0.0005535157,0.0005305383,0.002173556],"category_scores_gemma":[0.008307922,0.0004498344,0.0003343933,0.001053986,0.003448768,0.001141405,0.00395589,0.001661204,0.0001662241],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00332887,"about_ca_system_score_gemma":0.004224854,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02380648,"about_ca_topic_score_gemma":0.07891838,"domain_scores_codex":[0.9964948,0.001606487,0.000227561,0.0002182023,0.0005891518,0.0008636807],"domain_scores_gemma":[0.990258,0.001572079,0.004310138,0.0003521526,0.0008726103,0.00263499],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.00006884271,0.000239545,0.8546081,0.00008979724,0.0000415985,0.0004611236,0.1313592,0.00005674173,0.0004509499,0.0004770165,0.0005874208,0.01155975],"study_design_scores_gemma":[0.000005564757,0.00009762762,0.7864736,0.00009279799,0.00001193999,0.0001772055,0.2106644,0.00005862321,0.00007549288,0.000231873,0.002095436,0.0000153979],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984912,0.0001587612,0.0000833747,0.0002730573,0.000008842424,0.000008655195,0.00001215548,0.00000256771,0.0009614586],"genre_scores_gemma":[0.9995452,0.0001356435,0.00005990144,0.00003937502,0.000007066423,0.000005871705,0.00001377485,0.000001361798,0.0001918532],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02380648,"threshold_uncertainty_score":0.0473358,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1494042716324181,"score_gpt":0.3983687959007762,"score_spread":0.2489645242683581,"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."}}