{"id":"W2494972218","doi":"10.1108/s1474-8231(2009)0000008006","title":"Using self-concept theory to identify and develop volunteer leader potential in healthcare","year":2009,"lang":"en","type":"book-chapter","venue":"Advances in health care management","topic":"Nonprofit Sector and Volunteering","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Windsor; Brock University","funders":"","keywords":"Obligation; Health care; Volunteer; Interpretation (philosophy); Context (archaeology); Psychology; Institution; Public relations; Social psychology; Resource (disambiguation); Knowledge management; Sociology; Political science; Computer science","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"],"consensus_categories":[],"category_scores_codex":[0.001116787,0.0003892538,0.0005863759,0.0006052967,0.0003821569,0.00007844711,0.0003640357,0.0002452356,0.00004746581],"category_scores_gemma":[0.00002826582,0.0004547149,0.00006570409,0.0002752122,0.0001262203,0.0003388091,0.000215327,0.0005073092,0.00001404815],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002238169,"about_ca_system_score_gemma":0.0003124769,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004805266,"about_ca_topic_score_gemma":0.02406719,"domain_scores_codex":[0.9966157,0.0002304998,0.0007835027,0.0008210652,0.0006589381,0.0008903015],"domain_scores_gemma":[0.9989813,0.00006618421,0.0002556997,0.0002974646,0.0001326809,0.0002666618],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007939897,0.00002975313,0.001978667,0.002444541,0.00004248632,0.0002259789,0.06578748,0.0008083044,3.836289e-7,0.3944594,0.0002858742,0.5338578],"study_design_scores_gemma":[0.0006277606,0.0001392001,0.005323384,0.00252999,0.0000292739,0.000002548639,0.01492582,0.00001601132,0.000001074837,0.02506094,0.9504725,0.0008715153],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.003991111,0.4002994,0.01068561,0.01482755,0.01026332,0.01618762,0.0001398028,0.0008638762,0.5427417],"genre_scores_gemma":[0.5778654,0.1076538,0.07403143,0.03081616,0.003625221,0.0004011745,0.0001754881,0.0005848769,0.2048464],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9501866,"threshold_uncertainty_score":0.9997904,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02552840480638407,"score_gpt":0.3754875373738324,"score_spread":0.3499591325674483,"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."}}