{"id":"W3021856607","doi":"10.3386/w20197","title":"Market Outcomes and Dynamic Patent Buyouts","year":2014,"lang":"en","type":"preprint","venue":"National Bureau of Economic Research","topic":"Intellectual Property and Patents","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"University of Toronto","keywords":"Business; Leveraged buyout; Finance; Private equity","routes":{"ca_aff":true,"ca_fund":true,"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":[0.003018949,0.0004841383,0.0008360437,0.0009413182,0.000752693,0.003402291,0.000949826,0.002579962,0.00862122],"category_scores_gemma":[0.01748736,0.0004614057,0.0006405117,0.0007319378,0.002688561,0.005632126,0.001474988,0.00274625,0.0004567511],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002506065,"about_ca_system_score_gemma":0.000847697,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002350026,"about_ca_topic_score_gemma":0.001669096,"domain_scores_codex":[0.9989756,0.0003589584,0.00005254901,0.0001748524,0.0001690486,0.0002689592],"domain_scores_gemma":[0.9872772,0.007274606,0.00394905,0.0004724607,0.0004778123,0.0005488815],"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":[0.0003204527,0.0003351951,0.01035199,0.000133871,0.00007505473,0.001158629,0.000564817,0.08738507,0.00285953,0.8710996,0.001902415,0.02381337],"study_design_scores_gemma":[0.0001680396,0.0001970051,0.008639514,0.00005624752,0.00006522816,0.0002226218,0.000346153,0.2185137,0.001791947,0.7664099,0.003491723,0.00009783273],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7611548,0.001061908,0.1384574,0.008207588,0.0000774926,0.0001985641,0.001132817,0.0002858258,0.08942362],"genre_scores_gemma":[0.9943803,0.0001891917,0.001299455,0.00006992409,0.00002606891,0.00002703917,0.00005538603,0.00001105334,0.003941652],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00862122,"threshold_uncertainty_score":0.02884084,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.467659617660888,"score_gpt":0.415421243072189,"score_spread":0.05223837458869907,"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."}}