{"id":"W3045856964","doi":"","title":"Abstract for Recent Developments in Asset Management | Bulletin – June Quarter 2015","year":2015,"lang":"en","type":"article","venue":"Philadelphia Museum of Art Bulletin","topic":"Life Cycle Costing Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Asset (computer security); Business; Computer science; History; Computer security","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001702084,0.0003890071,0.0005649659,0.0007614322,0.00009595688,0.0001667364,0.0005778386,0.0001269805,0.0008015055],"category_scores_gemma":[0.0003851366,0.0003957827,0.0001648513,0.0006725574,0.00006484238,0.0002142343,0.0003109763,0.0002023642,0.002655009],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001378559,"about_ca_system_score_gemma":0.00003885871,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002137526,"about_ca_topic_score_gemma":0.00009815762,"domain_scores_codex":[0.9969584,0.00002418951,0.001040872,0.000647522,0.0006778971,0.000651113],"domain_scores_gemma":[0.9982586,0.0001029633,0.0005739667,0.0005153167,0.0004800174,0.00006914495],"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":[0.0001970459,0.0003643221,0.002219195,0.000292552,0.0001266742,0.00002089159,0.00007634116,0.0003228639,0.00005729992,0.0004997402,0.9955083,0.0003148023],"study_design_scores_gemma":[0.002278455,0.00001664061,0.009807988,0.0001905482,0.00009827775,0.000001445812,0.0004020606,0.0002137206,0.00005695736,0.000413479,0.9860637,0.0004567538],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.01029958,0.0002714968,0.0005371279,0.9558739,0.001753258,0.00177429,0.0000254229,0.0003431901,0.02912176],"genre_scores_gemma":[0.9911287,0.00006315584,0.004734318,0.002519075,0.0006386174,0.000198829,0.000260612,0.00008505681,0.0003715892],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9808292,"threshold_uncertainty_score":0.9998494,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04314544012126173,"score_gpt":0.2642953948269554,"score_spread":0.2211499547056936,"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."}}