{"id":"W4297972605","doi":"10.2139/ssrn.4640223","title":"Benefits of Collaboration on Capacity Investment and Allocation","year":2024,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Auction Theory and Applications","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"","keywords":"Business; Investment (military); Finance; Political science; Politics; Law","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":[0.006418322,0.0008391396,0.001043221,0.001296123,0.001296304,0.004343784,0.0009339609,0.003911078,0.02616979],"category_scores_gemma":[0.03367102,0.0003711441,0.0009434525,0.001674525,0.001328546,0.005888827,0.004454049,0.001873304,0.001713211],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001298872,"about_ca_system_score_gemma":0.002669874,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001121067,"about_ca_topic_score_gemma":0.001899854,"domain_scores_codex":[0.9950513,0.0024918,0.0002235594,0.0003673816,0.0006033975,0.001262526],"domain_scores_gemma":[0.9522999,0.03020415,0.004650026,0.003384056,0.003375145,0.006086679],"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":[0.006507994,0.002041778,0.08860743,0.001032206,0.0009299552,0.002803881,0.001547321,0.1806724,0.01221163,0.4708079,0.009728466,0.2231091],"study_design_scores_gemma":[0.0007424118,0.002587605,0.0585854,0.0003726565,0.0008895295,0.001788952,0.005599224,0.09755645,0.004911259,0.8083094,0.01850905,0.0001481179],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.712358,0.001393348,0.04072706,0.006547086,0.0002470946,0.0001290159,0.0005722335,0.0001562127,0.2378699],"genre_scores_gemma":[0.9954897,0.0001690788,0.001541808,0.00008739321,0.00006183233,0.00002218062,0.00003879182,0.00001042971,0.002578829],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02616979,"threshold_uncertainty_score":0.08754671,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04475337360423409,"score_gpt":0.3358994062481392,"score_spread":0.2911460326439052,"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."}}