{"id":"W7130319497","doi":"10.1109/tencon66050.2025.11374961","title":"IPBlocks: A Blockchain Ecosystem for Secure IP Registration and Decentralized Marketplace","year":2025,"lang":"","type":"article","venue":"","topic":"Blockchain Technology Applications and Security","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Scalability; Blockchain; Heuristics; Set (abstract data type); Smart contract; Vulnerability (computing); The Internet; Database transaction; Flagging; Vetting","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":[0.002294653,0.0005887662,0.0005002326,0.001153673,0.001234101,0.002408698,0.001899363,0.001362633,0.01251452],"category_scores_gemma":[0.005282191,0.0007177004,0.0004593987,0.00110393,0.001374452,0.005602168,0.006041492,0.002089004,0.006089591],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008095592,"about_ca_system_score_gemma":0.003455251,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002551073,"about_ca_topic_score_gemma":0.003099594,"domain_scores_codex":[0.9987375,0.0003083947,0.00008291051,0.0001462763,0.0005357867,0.0001892579],"domain_scores_gemma":[0.9976429,0.0004382154,0.0001580305,0.0008975292,0.0003219843,0.0005413485],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.002004963,0.001188339,0.008197834,0.001100537,0.000214352,0.001643922,0.001377425,0.1100765,0.05433621,0.2734272,0.1173214,0.4291114],"study_design_scores_gemma":[0.0005449642,0.0003874174,0.001378785,0.0001981015,0.00005701517,0.0006849103,0.0001815843,0.5111505,0.02154791,0.1549045,0.3087948,0.0001695134],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.05463495,0.0008412237,0.8334723,0.002593895,0.0005537413,0.001459556,0.001830023,0.06014032,0.04447386],"genre_scores_gemma":[0.5021648,0.002302552,0.4207395,0.0009732373,0.0002601863,0.001651711,0.008379247,0.00568533,0.05784355],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01251452,"threshold_uncertainty_score":0.04186529,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008158930459447426,"score_gpt":0.250639038933223,"score_spread":0.2424801084737756,"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."}}