{"id":"W1967344568","doi":"10.1097/nna.0b013e3181a23d2b","title":"Context Matters","year":2009,"lang":"en","type":"article","venue":"JONA The Journal of Nursing Administration","topic":"Nursing education and management","field":"Nursing","cited_by":244,"is_retracted":false,"has_abstract":true,"ca_institutions":"Middlesex London Health Unit; Western University","funders":"","keywords":"Organizational commitment; Psychology; Empowerment; Workforce; Multilevel model; Context (archaeology); Unit (ring theory); Nursing; Social psychology; Supervisor; Path analysis (statistics); Applied psychology; Medicine; Management; Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000503169,0.00009549952,0.0001250777,0.0001085109,0.0001644669,0.00008756242,0.0001794955,0.0000372275,0.00003243189],"category_scores_gemma":[0.000051299,0.00006887763,0.00007504743,0.0001355025,0.00006365911,0.0002222462,0.000001648281,0.0001836242,0.00001493582],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001993077,"about_ca_system_score_gemma":0.00004910063,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001800891,"about_ca_topic_score_gemma":0.000001788613,"domain_scores_codex":[0.9989767,0.0001260601,0.0003844693,0.00006666003,0.000298591,0.0001475337],"domain_scores_gemma":[0.9991583,0.00007202579,0.0004113518,0.0001600024,0.0001267111,0.00007164921],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0008000603,0.0005481617,0.00001884053,0.000005559403,0.00001583469,0.000003895419,0.004218705,0.00003030562,0.007760597,0.001343262,0.5814673,0.4037874],"study_design_scores_gemma":[0.004529423,0.01348366,0.1284005,0.003039368,0.001365187,0.003786437,0.0341773,0.0008523222,0.07239589,0.04876654,0.6882272,0.0009761262],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2278341,0.0004525832,0.002399192,0.746292,0.01683121,0.0002693097,0.000001421113,0.00005132676,0.005868897],"genre_scores_gemma":[0.9890961,0.000007741091,0.000420881,0.009225628,0.0004663844,3.168591e-7,0.000002250123,0.00000826661,0.0007724296],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.761262,"threshold_uncertainty_score":0.2808748,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03416759959082987,"score_gpt":0.3477089361847263,"score_spread":0.3135413365938964,"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."}}