{"id":"W1873495951","doi":"10.1017/cbo9780511781353.012","title":"Measuring Leverage","year":2010,"lang":"en","type":"other","venue":"","topic":"Human Rights and Development","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Leverage (statistics); Computer science; Business; Artificial intelligence","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":[0.001803974,0.0005358574,0.000337161,0.006352156,0.0004530879,0.002131508,0.0005965786,0.0005628295,0.01774241],"category_scores_gemma":[0.02277466,0.0001532632,0.0004332883,0.007859539,0.0004704146,0.003004631,0.001718137,0.0007335746,0.005302456],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007041869,"about_ca_system_score_gemma":0.0008418454,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004562141,"about_ca_topic_score_gemma":0.006436236,"domain_scores_codex":[0.9978982,0.0003473214,0.0002159721,0.0002586569,0.001037115,0.0002426818],"domain_scores_gemma":[0.9908198,0.002558901,0.002502331,0.0007945307,0.002617044,0.0007073853],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000130977,0.0002535643,0.6175221,0.0004585945,0.000354829,0.0001920913,0.001552059,0.002369181,0.0006929958,0.04186719,0.09888618,0.2357202],"study_design_scores_gemma":[0.00003787865,0.0002441031,0.785296,0.0007736125,0.0002553908,0.0006786221,0.004532563,0.004265962,0.002300181,0.03354655,0.167966,0.0001031925],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.4383525,0.00484377,0.02180094,0.002285128,0.0002506538,0.0005278506,0.05207495,0.0004747825,0.4793895],"genre_scores_gemma":[0.9453963,0.002583996,0.007730664,0.000270295,0.0001609049,0.0004611183,0.02354521,0.0001156453,0.01973593],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01774241,"threshold_uncertainty_score":0.05935431,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0642471955640979,"score_gpt":0.2870550531369629,"score_spread":0.222807857572865,"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."}}