{"id":"W2783193916","doi":"","title":"Flaws in the Efficiency Gap","year":2019,"lang":"en","type":"article","venue":"eScholarship (California Digital Library)","topic":"Economic Policies and Impacts","field":"Economics, Econometrics and Finance","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Measure (data warehouse); Polarization (electrochemistry); Economics; Outcome (game theory); Gap analysis (conservation); Politics; Econometrics; Microeconomics; Computer science; Political science; Law; Data mining","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":[0.02729316,0.0008040859,0.001797785,0.002788646,0.003183593,0.009327885,0.003303584,0.00613927,0.01254233],"category_scores_gemma":[0.07774222,0.0005793505,0.001370487,0.002350987,0.01957142,0.01421362,0.007741008,0.01202258,0.00171644],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006229334,"about_ca_system_score_gemma":0.005996261,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004622446,"about_ca_topic_score_gemma":0.002303716,"domain_scores_codex":[0.9783916,0.008532823,0.0009120537,0.004079748,0.006131385,0.001952389],"domain_scores_gemma":[0.9530933,0.03529461,0.002677367,0.004831193,0.003269117,0.0008343868],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001346837,0.00001095391,0.0002522621,0.00001747244,0.000008322097,0.00001884629,0.000109022,0.0004104848,0.00001232563,0.9915803,0.002515692,0.005050817],"study_design_scores_gemma":[0.00002244985,0.00001498,0.0004321646,0.00006086552,0.00001056567,0.00002819536,0.0001349512,0.000848808,0.0001025552,0.9836863,0.01464648,0.00001165407],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.05598205,0.0165997,0.1283463,0.3367499,0.002108242,0.0001684939,0.0006243558,0.0003636251,0.4590573],"genre_scores_gemma":[0.9273707,0.003350839,0.01236,0.0284354,0.00248118,0.0002589085,0.0001679675,0.000305916,0.02526907],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02729316,"threshold_uncertainty_score":0.1443418,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0253203821225381,"score_gpt":0.201861394641795,"score_spread":0.1765410125192569,"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."}}