{"id":"W2019448443","doi":"10.1080/10598650.2010.11510664","title":"Assessment and Planning Using Portfolio Analysis","year":2010,"lang":"en","type":"article","venue":"Journal of Museum Education","topic":"Distributed and Parallel Computing Systems","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Lethbridge","keywords":"Portfolio; Grid; Project portfolio management; Business; Modern portfolio theory; Finance; Computer science; Operations management; Management; Engineering; Economics; Project management; Geography","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006131079,0.0000592976,0.0001487063,0.0003271889,0.00007199485,0.0001944373,0.0002446409,0.00003486457,0.000006101598],"category_scores_gemma":[0.00002328562,0.0000510935,0.00006523597,0.000460405,0.000009675403,0.0003176794,0.00003355928,0.0001876458,4.733533e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003101598,"about_ca_system_score_gemma":0.000441059,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003070869,"about_ca_topic_score_gemma":0.00000171416,"domain_scores_codex":[0.9992942,0.00004011256,0.0002885134,0.00009612694,0.0001901952,0.00009081256],"domain_scores_gemma":[0.9990531,0.00004236237,0.0004304546,0.000164895,0.00022093,0.00008827662],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000008059092,0.0006363333,0.8819375,0.00005645379,0.0008939111,0.00003461964,0.004438157,0.02317642,0.01659276,0.01755152,0.006312706,0.04836156],"study_design_scores_gemma":[0.0002258933,0.00006717489,0.8031822,0.00007594926,0.0002171512,0.0005077564,0.0003963879,0.18852,0.00008757223,0.0009538695,0.005580505,0.000185567],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6419222,0.00006038367,0.3559391,0.0001840988,0.001539608,0.00001802842,2.260111e-7,0.000006765405,0.000329578],"genre_scores_gemma":[0.947232,0.000002353765,0.05240069,0.00004988186,0.0002963774,2.896934e-7,0.000001177787,0.000002302953,0.00001494061],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3053098,"threshold_uncertainty_score":0.2083532,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02019809526350412,"score_gpt":0.3447864210730592,"score_spread":0.3245883258095551,"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."}}