{"id":"W4377094728","doi":"10.1177/08404704231165482","title":"Climate action, staff engagement, and change management: A paediatric hospital case study","year":2023,"lang":"en","type":"article","venue":"Healthcare Management Forum","topic":"Climate Change and Health Impacts","field":"Environmental Science","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Children's Hospital of Eastern Ontario","funders":"","keywords":"Action (physics); Action research; Employee engagement; Climate change; Nursing; Medicine; Public relations; Psychology; Political science; Pedagogy","routes":{"ca_aff":true,"ca_fund":false,"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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001111158,0.0003382413,0.0002749923,0.000393012,0.001089217,0.0001109517,0.000220307,0.00007454557,0.0003922119],"category_scores_gemma":[0.000007794992,0.0003386324,0.00005827931,0.001368143,0.00006053308,0.0004589312,0.001753761,0.0002303566,0.001192587],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002773416,"about_ca_system_score_gemma":0.000002957945,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001792876,"about_ca_topic_score_gemma":0.002758551,"domain_scores_codex":[0.9964823,0.000182207,0.000464043,0.0008124202,0.0005704737,0.001488585],"domain_scores_gemma":[0.9987507,0.00004422346,0.0001770742,0.0005641174,0.00001245202,0.0004514602],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00005969266,0.0008736582,0.3746502,0.002433055,0.00008662386,0.01392929,0.01539448,0.000009594428,7.87276e-7,0.0006705619,0.05758435,0.5343077],"study_design_scores_gemma":[0.00339823,0.002411707,0.552703,0.00015191,0.0002469783,0.0001930096,0.3439842,0.0006937913,0.000001906071,0.0008781497,0.09429253,0.001044515],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9755307,0.0002348341,0.00001209847,0.01324123,0.0008251216,0.005384046,0.00006488307,0.0005696052,0.004137444],"genre_scores_gemma":[0.9861201,0.009946375,0.0001557466,0.001772668,0.0001531267,0.00104605,0.00005735426,0.00006132665,0.0006872533],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5332632,"threshold_uncertainty_score":0.9999066,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1094665886678076,"score_gpt":0.3546064634051756,"score_spread":0.245139874737368,"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."}}