{"id":"W7133011683","doi":"","title":"Clinical Faculty's Activities and Outputs: An Intellectual Capital Concept Map","year":2009,"lang":"en","type":"dissertation","venue":"TSpace","topic":"Intellectual Capital and Performance Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Department of Medicine, University of Toronto; University of Toronto","keywords":"Conceptualization; Intellectual capital; Concept map; Conceptual framework; Perception; Component (thermodynamics); Conceptual model","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002611619,0.0004802307,0.0006575101,0.0003726279,0.0002871183,0.0005563532,0.0003101179,0.000414938,0.001879512],"category_scores_gemma":[0.0002015079,0.0004256754,0.0002594516,0.0002764573,0.0001258135,0.001122154,0.00006697291,0.0006235125,0.000786416],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003041065,"about_ca_system_score_gemma":0.00005400007,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001180878,"about_ca_topic_score_gemma":0.002466131,"domain_scores_codex":[0.9981982,0.00002387661,0.0004728012,0.0005835401,0.0003174734,0.0004041413],"domain_scores_gemma":[0.9990137,0.0001097757,0.0003480685,0.0002739633,0.0002148596,0.00003969438],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00282074,0.001234375,0.003201837,0.001933551,0.001437809,0.0000883314,0.1755462,0.00004950631,0.0004444004,0.009885686,0.3474201,0.4559375],"study_design_scores_gemma":[0.001970763,0.0009860402,0.01245028,0.00062544,0.001760534,0.0000116281,0.3473604,0.005194731,0.0009601079,0.002936049,0.6219659,0.003778194],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9643574,0.001037486,0.0000265803,0.0002215333,0.0008698439,0.000214021,0.000009081667,0.0001575159,0.03310648],"genre_scores_gemma":[0.9107384,0.0002309111,0.00005438155,0.001151166,0.00331842,0.00001456576,0.003674726,0.00006329959,0.08075412],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4521593,"threshold_uncertainty_score":0.9999916,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05043227752761684,"score_gpt":0.3658309170484644,"score_spread":0.3153986395208476,"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."}}