{"id":"W4389203439","doi":"10.1080/23303131.2023.2287742","title":"Evaluation of Leadership Training and Resilience Development Outcomes during the COVID-19 Pandemic","year":2023,"lang":"en","type":"article","venue":"Human Services Organizations Management Leadership & Governance","topic":"Occupational Health and Safety Research","field":"Health Professions","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"The King's University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Psychology; Thematic analysis; Public relations; Political science; Sociology; Qualitative research","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.004767234,0.0001944698,0.0002397369,0.0001921621,0.002558806,0.00002666478,0.0005359525,0.000106557,0.0005116088],"category_scores_gemma":[0.0007882949,0.0001621328,0.00002636973,0.001761332,0.0001523477,0.0002598789,0.0002749153,0.0003609415,0.000208245],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006144079,"about_ca_system_score_gemma":0.0006247422,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001864414,"about_ca_topic_score_gemma":0.004102349,"domain_scores_codex":[0.9957222,0.0007936861,0.0006988536,0.0004364226,0.001646911,0.0007019748],"domain_scores_gemma":[0.9975371,0.0007386939,0.0005562039,0.0004418518,0.0005360553,0.0001900704],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002474379,0.0000368117,0.9454865,0.005381966,0.00008558967,0.000002495579,0.03699032,0.00126364,0.00005245294,0.005319839,0.0004265434,0.004929024],"study_design_scores_gemma":[0.001068333,0.00001404271,0.9303148,0.0001987516,0.0000531614,8.682641e-7,0.06412971,0.0005133459,0.000005662378,0.0002985779,0.003252818,0.000149878],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9782983,0.0006620213,0.0003535579,0.01443023,0.0002197191,0.002814431,0.00002930201,0.0003174139,0.002874992],"genre_scores_gemma":[0.9901942,0.0002165668,0.0001212511,0.002957895,0.00007088154,0.0003418764,0.00008471801,0.00003614611,0.005976484],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02713938,"threshold_uncertainty_score":0.9987397,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3988052139245676,"score_gpt":0.4723186796260519,"score_spread":0.07351346570148432,"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."}}