{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003197786,0.000623263,0.0005898353,0.001052756,0.003697867,0.007993143,0.001750035,0.004026039,0.3178031],"category_scores_gemma":[0.0121267,0.0002749106,0.0005866413,0.001459232,0.002556451,0.004095811,0.007601764,0.003803677,0.1584516],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002093747,"about_ca_system_score_gemma":0.007569564,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002720403,"about_ca_topic_score_gemma":0.004122482,"domain_scores_codex":[0.9961727,0.001135734,0.0002718284,0.0007650087,0.0009155819,0.0007391494],"domain_scores_gemma":[0.9943569,0.0009770949,0.0003848354,0.000725669,0.001611205,0.001944202],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00004798805,0.00004422781,0.001423373,0.0004842066,0.000009313168,0.0005133346,0.001711727,0.00003060832,0.000221859,0.05546627,0.8458259,0.09422113],"study_design_scores_gemma":[0.000003847532,0.000005670189,0.0004501804,0.0002569492,0.000002080141,0.0001511403,0.00063713,0.000007840092,0.0000462567,0.002269731,0.996166,0.000003299938],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.002330002,0.005430183,0.001804139,0.08548903,0.02149626,0.000223462,0.002108891,0.0007068,0.8804112],"genre_scores_gemma":[0.05402464,0.006179773,0.003139534,0.08657164,0.007439678,0.0005586605,0.00262552,0.0010862,0.8383743],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.3178031,"threshold_uncertainty_score":0.973071,"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."}}