{"id":"W4239699280","doi":"10.1007/978-3-319-68678-3","title":"Productivity and Inequality","year":2018,"lang":"en","type":"book","venue":"Springer proceedings in business and economics","topic":"Income, Poverty, and Inequality","field":"Social Sciences","cited_by":13,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa; McMaster University; Carleton University","funders":"","keywords":"Inequality; Productivity; Economics; Mathematics; Economic growth","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":[0.0004185127,0.001105585,0.0006899872,0.001303768,0.001320766,0.004228896,0.0004809285,0.001378755,0.03868476],"category_scores_gemma":[0.001666221,0.0002310735,0.0002961338,0.00229568,0.00231771,0.003791648,0.002577537,0.00300476,0.00755438],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001441221,"about_ca_system_score_gemma":0.001087021,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001857947,"about_ca_topic_score_gemma":0.002542928,"domain_scores_codex":[0.9997317,0.00006887633,0.000008705766,0.00004976632,0.0000980251,0.00004281497],"domain_scores_gemma":[0.9997862,0.00008711511,0.00001542655,0.00003038081,0.00004472966,0.00003628431],"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":[0.0000243264,0.00004064964,0.0003356851,0.0001511928,0.00001375209,0.00004239234,0.0007024246,0.0002954768,0.000118914,0.5173479,0.3322877,0.1486396],"study_design_scores_gemma":[0.000005656272,0.00001226863,0.0008976803,0.0002510795,0.000005265672,0.00006524329,0.0003526903,0.0001280448,0.00005658919,0.3112931,0.6869256,0.000006827908],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.00204785,0.2133264,0.002359125,0.03102194,0.007865404,0.00002327,0.0002816804,0.0001096724,0.7429646],"genre_scores_gemma":[0.069518,0.144486,0.001708691,0.007858456,0.01478424,0.0001147312,0.0004351354,0.000163485,0.7609313],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03868476,"threshold_uncertainty_score":0.1294134,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03513310716400311,"score_gpt":0.2683875883995104,"score_spread":0.2332544812355073,"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."}}