{"id":"W7098053415","doi":"","title":"Challenges in Asset Management -- a Case Study","year":2007,"lang":"en","type":"article","venue":"","topic":"Facilities and Workplace Management","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Asset management; Asset (computer security); Risk management; Project management; Administration (probate law); IT asset management","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002727295,0.0004608892,0.0003368674,0.001299606,0.009064413,0.003893911,0.001741055,0.004082236,0.003599621],"category_scores_gemma":[0.004407311,0.0003431526,0.0004139612,0.002432598,0.003051195,0.002522434,0.003384065,0.002560553,0.0004896134],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004233907,"about_ca_system_score_gemma":0.002531211,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01963388,"about_ca_topic_score_gemma":0.05419806,"domain_scores_codex":[0.9968611,0.001862302,0.00009563742,0.0001344127,0.0004648045,0.000581828],"domain_scores_gemma":[0.9965455,0.001948166,0.0003230572,0.0002217428,0.0002683755,0.0006932006],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"case_report","study_design_scores_codex":[0.0003241801,0.00508082,0.09236223,0.0008607429,0.00008570425,0.1573504,0.3925815,0.01493436,0.004891681,0.1501689,0.03583422,0.1455252],"study_design_scores_gemma":[0.00005978617,0.0006128061,0.02637762,0.0005080593,0.00003778438,0.02650954,0.7115985,0.009305853,0.002100296,0.0132561,0.2095528,0.0000808296],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9436186,0.000856703,0.005577367,0.005820516,0.00007349384,0.0002577266,0.0001403,0.00003155711,0.04362381],"genre_scores_gemma":[0.9820317,0.001586193,0.006812361,0.0004667155,0.000040417,0.0001248328,0.00007336833,0.00001820946,0.008846194],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01963388,"threshold_uncertainty_score":0.03903919,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1015033333818378,"score_gpt":0.3700704493879025,"score_spread":0.2685671160060647,"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."}}