{"id":"W2890846198","doi":"10.3386/w20280","title":"Hotelling Under Pressure","year":2014,"lang":"en","type":"preprint","venue":"National Bureau of Economic Research","topic":"Market Dynamics and Volatility","field":"Economics, Econometrics and Finance","cited_by":50,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Econometrics; Mathematics; Statistics","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":[0.000587447,0.0005024021,0.0006966474,0.0005614528,0.0008154432,0.002043758,0.0008232516,0.0008492101,0.02068373],"category_scores_gemma":[0.005454943,0.0002599068,0.001027448,0.0006482361,0.001150231,0.002542011,0.001746526,0.001581653,0.001771437],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001058017,"about_ca_system_score_gemma":0.001236741,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007484161,"about_ca_topic_score_gemma":0.003649353,"domain_scores_codex":[0.9994878,0.000111774,0.00001833439,0.0001135904,0.0001097673,0.0001587668],"domain_scores_gemma":[0.99812,0.0005957566,0.0004502624,0.0001889615,0.0002715972,0.0003733995],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001041887,0.00004553866,0.003439229,0.0001009133,0.00003905435,0.000418501,0.000141878,0.04577699,0.0008944175,0.9183969,0.01268741,0.01795492],"study_design_scores_gemma":[0.00005310476,0.0000861627,0.002374088,0.00002636951,0.0000198513,0.0002826845,0.0001339981,0.3241379,0.0004990194,0.6602343,0.01210522,0.00004723244],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4343942,0.004358723,0.3057914,0.009639099,0.001068737,0.00008049032,0.00140233,0.0006826585,0.2425823],"genre_scores_gemma":[0.9667399,0.0009285229,0.007427117,0.0004154216,0.0002696703,0.00005456066,0.0002901778,0.00009798831,0.02377659],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02068373,"threshold_uncertainty_score":0.06919396,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3192969495940969,"score_gpt":0.4478273567161249,"score_spread":0.128530407122028,"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."}}