{"id":"W4306847656","doi":"10.1177/0308518x221128305","title":"‘Commodification of everything’ arguments in the social sciences: Variants, specification, evaluation, critique","year":2022,"lang":"en","type":"article","venue":"Environment and Planning A Economy and Space","topic":"Political Economy and Marxism","field":"Social Sciences","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"Wilfrid Laurier University; Balsillie School of International Affairs","funders":"","keywords":"Commodification; Commodity; Capitalism; Politics; Sociology; Late capitalism; Epistemology; Social science; Positive economics; Law and economics; Economics; Political science; Law; Philosophy; Economy; Market economy","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002909115,0.00004999001,0.00007983777,0.00004755514,0.001038337,0.00004433089,0.0001204318,0.00002720491,0.0002115427],"category_scores_gemma":[0.00004054868,0.00004850847,0.00001333503,0.0000592454,0.0002911233,0.0001632644,0.00003630353,0.00009985951,0.000001675732],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006252508,"about_ca_system_score_gemma":0.00005212383,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003098364,"about_ca_topic_score_gemma":0.00001205215,"domain_scores_codex":[0.9990632,0.0003663739,0.0001430001,0.0001608613,0.0001277402,0.0001388355],"domain_scores_gemma":[0.9996476,0.0001879749,0.00007743646,0.00005821925,0.000004679684,0.0000240853],"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":[0.0000142714,0.00009890577,0.05228199,0.000009115129,0.00001056494,9.698272e-7,0.09253839,0.0004172633,0.00001137384,0.8509653,0.001178696,0.002473163],"study_design_scores_gemma":[0.0008115388,0.0001000463,0.2684608,0.00001522436,0.00003563736,0.000004035816,0.1493326,0.002435305,0.00001768256,0.1076761,0.4708275,0.0002834636],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.891019,0.000615372,0.0003131346,0.01566337,0.00006809297,0.000408059,0.00001304132,0.000007363129,0.09189259],"genre_scores_gemma":[0.9991228,0.00007947069,0.00009136861,0.000430621,0.0000579697,0.00006330718,0.00000783525,0.000001740199,0.000144884],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7432892,"threshold_uncertainty_score":0.7986153,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05832701449549022,"score_gpt":0.3217284134664037,"score_spread":0.2634013989709135,"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."}}