{"id":"W2039675104","doi":"10.1111/1467-999x.00086","title":"The Production Responses of the Competitive Firm to Three Conventional Distributional Shifts: a Unified Perspective","year":2000,"lang":"en","type":"article","venue":"Metroeconomica","topic":"Economic theories and models","field":"Economics, Econometrics and Finance","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Bishop's University; University of Manitoba","funders":"","keywords":"Prudence; Economics; Production (economics); Downside risk; Marginal cost; Rothschild; Marginal utility; Microeconomics; Perspective (graphical); Distribution (mathematics); Mathematical economics; Order (exchange); Stochastic dominance; Risk aversion (psychology); Econometrics; Expected utility hypothesis; Mathematics; Financial economics","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008246774,0.0001534214,0.0003147895,0.00007715579,0.0003895929,0.00006440125,0.000461931,0.00005745371,0.001447906],"category_scores_gemma":[0.0003422457,0.000124218,0.0002343309,0.0001576073,0.0003163141,0.0001488738,0.00008703218,0.0001454935,0.0004967308],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000444786,"about_ca_system_score_gemma":0.00006926826,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002461829,"about_ca_topic_score_gemma":0.0003201765,"domain_scores_codex":[0.9985821,0.00004495899,0.0006293125,0.0004370369,0.00003263979,0.0002739247],"domain_scores_gemma":[0.9987934,0.0002582843,0.0002987614,0.0005121381,0.00007008096,0.00006730693],"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":[0.0002873671,0.0000492366,0.005442371,0.000002652321,0.00009879332,1.085655e-7,0.0001971157,0.0002929067,0.00001447359,0.9921349,0.001224,0.0002560224],"study_design_scores_gemma":[0.0005862226,0.0001295369,0.1973212,0.00002270628,0.0000161912,0.000005627815,0.0007876644,0.0002860442,0.0005043545,0.5148318,0.2852044,0.0003042192],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.944081,0.0006160814,0.000450243,0.0148162,0.0008508586,0.0005446792,0.001290412,0.00002326616,0.03732728],"genre_scores_gemma":[0.9934149,0.00006395889,0.0001998677,0.0001946827,0.0001813879,0.00006616852,0.00001170259,0.00001680272,0.005850472],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4773032,"threshold_uncertainty_score":0.9994649,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02227634166571411,"score_gpt":0.2274363597486307,"score_spread":0.2051600180829166,"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."}}