{"id":"W7132898297","doi":"","title":"Homo Satiabilis: Satiability, Inequality, and Markups","year":2024,"lang":"","type":"dissertation","venue":"TSpace","topic":"Energy, Economy, and Technology Trends","field":"Energy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Consumption (sociology); Argument (complex analysis); Order (exchange); Competition (biology); Market power; Market structure; Supply side; Marginal utility","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":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.001141919,0.001424563,0.001661171,0.0009132047,0.0004103038,0.0004079556,0.0007839012,0.002572609,0.003912457],"category_scores_gemma":[0.0005453402,0.001541166,0.000489335,0.0009777748,0.000712601,0.0002703384,0.0005642755,0.001908805,0.000648483],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003609563,"about_ca_system_score_gemma":0.0003636349,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.007836598,"about_ca_topic_score_gemma":0.03443233,"domain_scores_codex":[0.9940727,0.0004258265,0.001499313,0.002395548,0.0004544172,0.001152216],"domain_scores_gemma":[0.9961554,0.0006397784,0.0005709176,0.002008433,0.0002364801,0.0003889203],"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":[0.0005109283,0.001120776,0.03711088,0.0106938,0.00350924,0.000288672,0.05820543,0.00048762,0.001363605,0.5459327,0.009839918,0.3309364],"study_design_scores_gemma":[0.004098081,0.001842541,0.06549855,0.003325928,0.004064931,0.0001955454,0.1072633,0.005849629,0.01095442,0.2646159,0.5239155,0.008375759],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7935011,0.0156275,0.00002613306,0.003530815,0.002887474,0.0003865928,0.00005171899,0.0008213341,0.1831674],"genre_scores_gemma":[0.9015148,0.003968277,0.0007186994,0.0002007544,0.0005246415,0.0002992434,0.0009244337,0.0002828823,0.09156629],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5140756,"threshold_uncertainty_score":0.9998505,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01804519334425216,"score_gpt":0.3195232878136136,"score_spread":0.3014780944693614,"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."}}