{"id":"W2064310754","doi":"10.1111/j.1468-0491.2007.00363.x","title":"Spontaneous Adaptation in Public Management: An Overview","year":2007,"lang":"en","type":"article","venue":"Governance","topic":"Public Policy and Administration Research","field":"Social Sciences","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Politics; Adaptation (eye); Public management; Public administration; Political science; Public relations; Business; Psychology; Law","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":[],"consensus_categories":[],"category_scores_codex":[0.005561073,0.0004583219,0.0007602079,0.005089358,0.002090048,0.007074733,0.001403603,0.002715604,0.004136315],"category_scores_gemma":[0.007249035,0.0005219491,0.0007598678,0.006842148,0.00864486,0.0083827,0.004931134,0.001991478,0.0006884069],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004508059,"about_ca_system_score_gemma":0.003644636,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001682365,"about_ca_topic_score_gemma":0.001296703,"domain_scores_codex":[0.9951321,0.002953835,0.0003373826,0.0003549643,0.0008121074,0.0004094654],"domain_scores_gemma":[0.9921639,0.005981821,0.0006228982,0.0006973686,0.0003422003,0.0001917321],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00003164462,0.0001395799,0.0028422,0.0014981,0.00003518845,0.0002222664,0.004041518,0.002974757,0.0002594108,0.7996656,0.006407185,0.1818825],"study_design_scores_gemma":[0.00001298843,0.0001353037,0.00842498,0.00236627,0.00002476096,0.0007139192,0.0039055,0.004034858,0.0005965228,0.4623998,0.5173213,0.00006371636],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.04036803,0.4162028,0.09376608,0.02838852,0.001811912,0.0003875117,0.0002701234,0.0004225716,0.4183824],"genre_scores_gemma":[0.5446515,0.4088536,0.02316696,0.002295186,0.003493172,0.0008402891,0.0003748756,0.0001896701,0.01613473],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.007074733,"threshold_uncertainty_score":0.03270847,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1464328953641491,"score_gpt":0.416513695606352,"score_spread":0.2700808002422029,"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."}}