{"id":"W4416590691","doi":"10.32920/30695723.v1","title":"Intellectual Property Futures: Exploring the Global Landscape of IP Law and Policy","year":2025,"lang":"","type":"article","venue":"","topic":"Intellectual Property and Patents","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Intellectual property; Acknowledgement; Futures contract; Traditional knowledge; Indigenous; Witness; Legal aspects of computing; IP address management","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004409632,0.0004849353,0.0004358085,0.003518806,0.01436137,0.03708323,0.00160587,0.006725865,0.01530605],"category_scores_gemma":[0.00447893,0.0002875241,0.0006909302,0.007065835,0.03899674,0.02150254,0.007956035,0.007451282,0.0009585264],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.05348557,"about_ca_system_score_gemma":0.06463125,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2812424,"about_ca_topic_score_gemma":0.3736508,"domain_scores_codex":[0.996847,0.0009090466,0.0000652798,0.0002620105,0.0007377634,0.001178954],"domain_scores_gemma":[0.9966412,0.001777801,0.0001875465,0.0002128839,0.0005744738,0.0006061365],"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":[0.000002156722,0.000005532308,0.0001954016,0.00004580703,0.000001637357,0.0001082148,0.005294242,0.0002867095,0.00003376194,0.9771413,0.008805407,0.00807996],"study_design_scores_gemma":[0.000004407168,0.0000104332,0.0009601644,0.0006771813,0.000008149253,0.0001328154,0.04468602,0.0008126416,0.000102876,0.4262198,0.5263664,0.00001915125],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.01444006,0.02222286,0.003176797,0.1920489,0.0006194214,0.000041882,0.0001612606,0.00006353736,0.7672253],"genre_scores_gemma":[0.744019,0.09285985,0.008493681,0.03812919,0.001300287,0.0001556956,0.0003685744,0.0001844473,0.1144894],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.2812424,"threshold_uncertainty_score":0.5592108,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09859209457550468,"score_gpt":0.2463130449698543,"score_spread":0.1477209503943496,"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."}}