{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00320904,0.00006064378,0.00008590661,0.0001737185,0.0001494334,0.0001266569,0.0001336213,0.00003670092,0.00003199327],"category_scores_gemma":[0.0002403209,0.00004412389,0.00003299978,0.0005468878,0.00005947577,0.000247732,0.00001228763,0.0003718769,0.00005469688],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001886988,"about_ca_system_score_gemma":0.0005387525,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004893851,"about_ca_topic_score_gemma":0.0001058384,"domain_scores_codex":[0.9987343,0.000102134,0.000294777,0.000167374,0.0003996728,0.0003017293],"domain_scores_gemma":[0.9993221,0.0002118833,0.0001194183,0.000134054,0.0001686451,0.00004389919],"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":[0.00001048825,0.00001841496,0.00005089051,0.000001175066,0.00001591604,4.207582e-8,0.0002812187,0.0005122474,0.0006421096,0.959787,0.0002212525,0.03845922],"study_design_scores_gemma":[0.00008723686,0.0001686061,0.000798842,0.00001441734,0.00001076634,0.00005243465,0.001660083,0.0004677524,0.002239106,0.9893134,0.005139338,0.00004800841],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9727684,0.001928003,0.01911094,0.00401792,0.0001954647,0.0001123989,0.000007724471,0.00001953875,0.001839662],"genre_scores_gemma":[0.9977983,0.0006712817,0.00007742568,0.0001065789,0.0001039986,0.000005955523,0.000001288477,0.000004558021,0.001230573],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03841121,"threshold_uncertainty_score":0.179932,"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."}}