{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003434934,0.0004316692,0.0005062753,0.0008777861,0.001327919,0.002192287,0.001001589,0.001886253,0.02147849],"category_scores_gemma":[0.01363813,0.000353504,0.000348251,0.001135816,0.0009813762,0.00543114,0.002982581,0.001784299,0.005526271],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001680292,"about_ca_system_score_gemma":0.004458898,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002277491,"about_ca_topic_score_gemma":0.00258331,"domain_scores_codex":[0.9970729,0.0007958691,0.0001230037,0.0002715965,0.001423051,0.0003135991],"domain_scores_gemma":[0.9924075,0.003518984,0.0005338207,0.001716851,0.001317443,0.0005054401],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005978329,0.0002075765,0.00138008,0.0004919258,0.00003327123,0.0008859678,0.0005284083,0.08251381,0.01501301,0.5802174,0.03513625,0.2829945],"study_design_scores_gemma":[0.0003213554,0.0003942292,0.0005532528,0.0003327017,0.00003370469,0.0006087649,0.0001706873,0.3930957,0.01843743,0.3520652,0.2339103,0.00007682358],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.04338613,0.002823997,0.8206589,0.006218073,0.001152702,0.001277909,0.0008671145,0.003409313,0.1202059],"genre_scores_gemma":[0.7587578,0.003466675,0.1536205,0.000609345,0.0003320633,0.001420567,0.001197164,0.0002898685,0.0803061],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.02147849,"threshold_uncertainty_score":0.07185274,"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."}}