{"id":"W7001340755","doi":"","title":"Investigating frontline service provider burnout : working with youth victims and perpetrators of inappropriate sexual behaviours","year":2022,"lang":"en","type":"other","venue":"TSpace","topic":"History of Computing Technologies","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Burnout; Service (business); Service provider; Qualitative research; Work (physics)","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002990102,0.0003732229,0.0004707141,0.0003778013,0.0001542915,0.00007713448,0.001263648,0.0002189966,0.00006775158],"category_scores_gemma":[0.00004781187,0.0003438783,0.00002738465,0.0006743515,0.0002158155,0.0000784254,0.001035593,0.0006236483,0.000003341006],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001133733,"about_ca_system_score_gemma":0.0002311916,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001889269,"about_ca_topic_score_gemma":0.0006627971,"domain_scores_codex":[0.998085,0.00009602021,0.0002422953,0.0007316655,0.00050446,0.0003405821],"domain_scores_gemma":[0.998241,0.0000432794,0.0006053247,0.0009696895,0.00005245861,0.00008823137],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008353998,0.0007883115,0.1429652,0.003230012,0.001213861,0.0003742356,0.5977563,0.00203689,0.001229444,0.009615806,0.1269182,0.1137882],"study_design_scores_gemma":[0.01097788,0.007548567,0.009181667,0.01205579,0.001726871,0.0006046554,0.217499,0.05462234,0.001655198,0.001967749,0.6665831,0.01557714],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.7246489,0.008507402,0.05821249,0.005494895,0.001918661,0.002920455,0.00004458116,0.01235463,0.185898],"genre_scores_gemma":[0.219582,0.00002503131,0.6584483,0.0006874244,0.0003748218,0.00009531461,0.0000570112,0.00116486,0.1195652],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6002359,"threshold_uncertainty_score":0.9999013,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03051601471091979,"score_gpt":0.2524408103235077,"score_spread":0.2219247956125879,"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."}}