{"id":"W2338652004","doi":"10.14288/1.0091232","title":"Essays on the theory and practice of index numbers","year":2009,"lang":"en","type":"book","venue":"cIRcle (University of British Columbia)","topic":"Mathematics, Computing, and Information Processing","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Index (typography); Mathematics; Computer science; World Wide Web","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":[],"consensus_categories":[],"category_scores_codex":[0.001283322,0.00006419619,0.0002999454,0.00006124173,0.00025363,0.0002211472,0.0009030444,0.00015388,0.00003969764],"category_scores_gemma":[0.0002837734,0.0001641182,0.00008802041,0.000137136,0.0002922855,0.0007534667,0.0002772199,0.0002596863,0.00001000956],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005143969,"about_ca_system_score_gemma":0.0002264447,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001034018,"about_ca_topic_score_gemma":0.0008765155,"domain_scores_codex":[0.9988453,0.0001347528,0.0002152874,0.0002605457,0.0003978205,0.0001462407],"domain_scores_gemma":[0.9975162,0.0008815556,0.0007830978,0.0004552595,0.00030667,0.00005718552],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001048816,0.00008427676,0.00001953914,0.000425536,0.00007588169,0.00003131944,0.003255614,0.00001689082,7.356518e-7,0.02739481,0.05939695,0.909288],"study_design_scores_gemma":[0.00251265,0.000589154,0.0670641,0.007251821,0.0002855797,0.0009402715,0.008308031,0.02088358,0.000001432752,0.8119153,0.07855558,0.001692546],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.002789326,0.0001918992,0.1086549,0.0002107256,0.00009618561,0.000243375,0.00001467899,0.00007139126,0.8877276],"genre_scores_gemma":[0.6458269,0.0009069893,0.02320021,0.002742839,0.0001536255,0.00000110057,0.00002394626,0.00005314678,0.3270912],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9075954,"threshold_uncertainty_score":0.6692548,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008795153517151244,"score_gpt":0.1878812673283308,"score_spread":0.1790861138111796,"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."}}