{"id":"W4319299692","doi":"10.3386/w30913","title":"Blockchain for Timely Transfer of Intellectual Property","year":2023,"lang":"en","type":"report","venue":"National Bureau of Economic Research","topic":"Blockchain Technology Applications and Security","field":"Computer Science","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo; University of British Columbia","funders":"Social Sciences and Humanities Research Council of Canada; National Natural Science Foundation of China","keywords":"Blockchain; Intellectual property; Property (philosophy); Transfer (computing); Computer science; Business; Computer security; Parallel computing; Operating system","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005987428,0.0001707594,0.0004958965,0.001180143,0.000126869,0.00002702003,0.001828968,0.0005476758,0.00008748323],"category_scores_gemma":[0.002001608,0.0001417053,0.0002214148,0.0005347938,0.0004017777,0.0000473311,0.0003239815,0.0006043652,0.00007084503],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004959077,"about_ca_system_score_gemma":0.004860419,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004277275,"about_ca_topic_score_gemma":0.000123734,"domain_scores_codex":[0.9971994,0.0000869221,0.000768108,0.0006320262,0.0009591173,0.0003544701],"domain_scores_gemma":[0.9943829,0.002129807,0.0001435429,0.0006142253,0.002656023,0.00007352653],"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":[0.00002879238,0.0001521094,0.000008813532,0.0002983185,0.0001991802,7.330113e-7,0.000276596,0.0001864463,0.0003423213,0.8311015,0.1526127,0.01479256],"study_design_scores_gemma":[0.0005862919,0.0004274216,0.00003001443,0.0001342053,0.00001521721,0.00001963738,0.00004488114,0.05961385,0.01031919,0.7927066,0.1357561,0.0003465683],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01337032,0.003715502,0.1253163,0.03465189,0.003241681,0.01701573,0.002537252,0.001164276,0.7989871],"genre_scores_gemma":[0.9538924,0.001172635,0.008653396,0.00003456426,0.0006126464,0.002009184,0.0003270678,0.0001015436,0.03319655],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9405221,"threshold_uncertainty_score":0.8622175,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.422671237476571,"score_gpt":0.4936309127690595,"score_spread":0.07095967529248842,"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."}}