{"id":"W34192157","doi":"10.1136/bmjophth-2021-000765","title":"Exploring Identity and Change in Nonprofit Organisations: An Employee-Level Perspective","year":2007,"lang":"en","type":"article","venue":"BMJ Open Ophthalmology","topic":"Nonprofit Sector and Volunteering","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Public Health Agency of Canada","keywords":"Identity (music); Public relations; Openness to experience; Perspective (graphical); Business; Organizational identity; Organizational change; Identity change; Corporate identity; Qualitative research; Sociology; Political science; Social psychology; Psychology; Organizational commitment","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002916405,0.0001211147,0.0002320961,0.0001807085,0.0003828307,0.000151395,0.0004941316,0.0001120759,0.0004481947],"category_scores_gemma":[0.0003217832,0.0001354811,0.0000223422,0.0004554296,0.000191026,0.00276102,0.0003135186,0.0001730318,0.00003170409],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000312221,"about_ca_system_score_gemma":0.0001238866,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2152402,"about_ca_topic_score_gemma":0.06088442,"domain_scores_codex":[0.9984624,0.0002323598,0.0002439069,0.0003924928,0.0002083457,0.0004604369],"domain_scores_gemma":[0.9993086,0.0001406859,0.00007670603,0.0002083724,0.000117481,0.0001480962],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005351031,0.0000590231,0.8452019,0.00000817445,0.000009189411,0.0002522658,0.08913217,1.934294e-7,0.0003621204,0.06402075,0.000003299779,0.0008974127],"study_design_scores_gemma":[0.0003063675,0.00009729052,0.9425616,0.00002136992,0.000004776353,0.0001024187,0.05214599,0.000002721407,0.0001332164,0.004365712,0.00007214425,0.0001864525],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9791057,0.00007371481,0.00009582412,0.0004127992,0.0004249018,0.001530821,0.000005344675,0.00003160705,0.01831934],"genre_scores_gemma":[0.9978225,0.00002386735,0.001057643,0.00008231415,0.0004024165,0.0003044876,0.000002856666,0.00001941843,0.0002844984],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1543558,"threshold_uncertainty_score":0.956252,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5682424941693887,"score_gpt":0.5158900041735649,"score_spread":0.05235248999582376,"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."}}