{"id":"W4319590142","doi":"10.2139/ssrn.4349453","title":"Copyright, Access to Knowledge, and the United Nations' Sustainable Development Goals","year":2023,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Intellectual Property and Patents","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Business; Sustainable development; Intellectual property; Economic growth; Political science; Economics; Law","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":[0.003133549,0.000363717,0.0003489525,0.001864259,0.002361456,0.008504139,0.0005067238,0.005183992,0.008577948],"category_scores_gemma":[0.009860433,0.0001318942,0.0003003213,0.003012872,0.004283914,0.007134817,0.003175222,0.003652285,0.0005010291],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003837976,"about_ca_system_score_gemma":0.006732577,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02669164,"about_ca_topic_score_gemma":0.043458,"domain_scores_codex":[0.9984927,0.0003637776,0.0001023472,0.0001331201,0.0005810383,0.0003270058],"domain_scores_gemma":[0.9969194,0.001509766,0.0004739473,0.0001909367,0.0005699513,0.0003359645],"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":[0.00001461835,0.00003066165,0.000828681,0.0000486234,0.000006382145,0.00005679796,0.0003900609,0.0004835883,0.00004172296,0.9644141,0.01889876,0.01478605],"study_design_scores_gemma":[0.00001798875,0.00002811568,0.007078653,0.0004460284,0.00002064136,0.000119382,0.001503494,0.0007687272,0.0001893362,0.730857,0.2589364,0.00003439487],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02137228,0.01339255,0.001472602,0.06425869,0.0009592847,0.00003144066,0.0006250369,0.00003770177,0.8978504],"genre_scores_gemma":[0.8757163,0.01743012,0.00297599,0.008638784,0.00101688,0.0002217235,0.0005025259,0.00005228586,0.0934455],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02669164,"threshold_uncertainty_score":0.05307257,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05520078275543775,"score_gpt":0.2624435676944361,"score_spread":0.2072427849389983,"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."}}