{"id":"W1940533312","doi":"10.18740/s4r30q","title":"The Productivity Mantra: The Profit Motive Versus The Public Good","year":2011,"lang":"fr","type":"article","venue":"Socialist studies","topic":"Political Economy and Marxism","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Regina","funders":"","keywords":"Productivity; Economics; Welfare economics; Recession; Political science; Labour economics; Economic growth; Keynesian economics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.003061804,0.0002501101,0.0003025925,0.00001148142,0.01012869,0.0001953074,0.0008703087,0.0001373188,0.00009655904],"category_scores_gemma":[0.003765157,0.0001225047,0.0002417406,0.0004008169,0.01423604,0.0003828751,0.0004414451,0.0004913455,0.0002168737],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003787827,"about_ca_system_score_gemma":0.0003836828,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003321237,"about_ca_topic_score_gemma":0.02011151,"domain_scores_codex":[0.9965591,0.001345717,0.0002948697,0.0003643681,0.0003593329,0.001076605],"domain_scores_gemma":[0.9960945,0.002871204,0.0002206141,0.0004030258,0.0003059431,0.0001046633],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002599683,0.00005748929,0.0007257456,0.00001364539,0.0006826941,0.000001950664,0.06823323,2.373115e-8,9.70427e-8,0.8997147,0.01483769,0.01570675],"study_design_scores_gemma":[0.000209363,0.00006332377,0.008221602,0.00001066273,0.0001819745,5.33918e-7,0.1199545,9.518399e-7,0.00001140923,0.2784491,0.5927283,0.0001683829],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.013517,0.02601695,0.00000487094,0.6711368,0.01170828,0.0008838114,0.00004111325,0.00005749517,0.2766337],"genre_scores_gemma":[0.9572319,0.004432026,0.000008149841,0.001443571,0.003539746,0.0002822255,7.3391e-7,0.00001618623,0.03304548],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9437149,"threshold_uncertainty_score":0.9977689,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2545032166416631,"score_gpt":0.36606036900394,"score_spread":0.1115571523622769,"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."}}