{"id":"W6983404726","doi":"","title":"Meet the number-crunching price 'nerds' responsible for calculating Canada's ghastly inflation rate","year":2022,"lang":"en","type":"other","venue":"","topic":"Physics and Engineering Research Articles","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Inflation (cosmology); Economic model; Key (lock); Work (physics)","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":[0.0003066286,0.0001704389,0.0001489085,0.00005543734,0.0001303966,0.00005842648,0.000196757,0.00004397124,0.0009116041],"category_scores_gemma":[0.00009342274,0.00013744,0.00004821931,0.0001904193,0.000009422705,0.00004013739,0.00006204698,0.0001944804,0.000007213401],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002256314,"about_ca_system_score_gemma":0.0001898956,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.05928057,"about_ca_topic_score_gemma":0.141551,"domain_scores_codex":[0.9990969,0.00003125618,0.0001441468,0.0001453467,0.0002375311,0.0003447883],"domain_scores_gemma":[0.9993782,0.000252946,0.000030398,0.0002550802,0.00001726323,0.00006611061],"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":[0.000007053777,0.000004896222,0.00004752669,0.0001737515,0.0001353249,0.000003846838,0.00008938114,0.2995534,0.002822528,0.005912991,0.6881503,0.00309896],"study_design_scores_gemma":[0.0001811763,0.000007439377,0.0001456429,0.00004112157,0.00001397176,0.000001344253,0.00006668051,0.3751506,0.0004211612,0.001321603,0.6223733,0.0002759718],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01482362,0.0003731841,0.0116299,0.0004981934,0.000747219,0.001028691,0.0001988845,0.00105104,0.9696493],"genre_scores_gemma":[0.8094772,0.00005438943,0.005946763,0.0002054358,0.001237592,0.0006040609,0.0001717168,0.001656585,0.1806463],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.7946536,"threshold_uncertainty_score":0.9981425,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007802744561467189,"score_gpt":0.2227446879176342,"score_spread":0.214941943356167,"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."}}