{"id":"W3122355687","doi":"","title":"Institutions and Maintenance: The Repair Work of Italian Professions","year":2012,"lang":"en","type":"article","venue":"","topic":"Management and Organizational Studies","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Status quo; Work (physics); Institutional theory; Government (linguistics); Intervention (counseling); Professional services; Service (business); Resilience (materials science); Psychological resilience; Process (computing); Business; Public relations; Public administration; Political science; Management; Economics; Marketing; Engineering; Psychology","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":[0.006403663,0.0003326303,0.0002490121,0.002423275,0.007487619,0.005534714,0.001345402,0.001884686,0.004624434],"category_scores_gemma":[0.01331134,0.0002715088,0.0003642654,0.001800844,0.02258722,0.004692803,0.005530272,0.001344965,0.0006163785],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006984584,"about_ca_system_score_gemma":0.004661013,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0133423,"about_ca_topic_score_gemma":0.01658264,"domain_scores_codex":[0.9966,0.00180408,0.0000904935,0.000270559,0.0005295322,0.0007054228],"domain_scores_gemma":[0.9895681,0.003214488,0.003104574,0.002372616,0.0005847469,0.001155443],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002279284,0.0002020728,0.0811101,0.0002327052,0.00002623476,0.002010395,0.4768294,0.001949726,0.001591162,0.3031839,0.006684334,0.125952],"study_design_scores_gemma":[0.000069487,0.0004248972,0.176363,0.0007468127,0.00006289313,0.003023513,0.3482596,0.004788441,0.002046243,0.1419737,0.3220838,0.0001576677],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8600195,0.002591345,0.009827093,0.01192748,0.0001270818,0.00005442422,0.00004714711,0.0001412818,0.1152646],"genre_scores_gemma":[0.9960068,0.000248629,0.0007710397,0.00008836315,0.00002794306,0.00001053245,0.00001201227,0.0000116015,0.002823087],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0133423,"threshold_uncertainty_score":0.05067688,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03195604677741742,"score_gpt":0.2449080494344729,"score_spread":0.2129520026570555,"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."}}