{"id":"W1995683175","doi":"","title":"Patents and Pharmaceutical R&D: Consolidating Private-Public Partnership Approach to Global Public Health Crises","year":2010,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Pharmaceutical Economics and Policy","field":"Economics, Econometrics and Finance","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Intellectual property; Incentive; General partnership; Credibility; Business; Law and economics; Public economics; Public relations; Public administration; Economics; Political science; Market economy; Law; Finance","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.004269287,0.000266756,0.0005013878,0.000228197,0.0004160252,0.0005067622,0.000496229,0.0001363149,0.0000894373],"category_scores_gemma":[0.0004217606,0.0002887591,0.0001246997,0.0003360554,0.0001103186,0.0004353567,0.0001674057,0.002144851,0.0002421859],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007687442,"about_ca_system_score_gemma":0.001018728,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004756427,"about_ca_topic_score_gemma":0.00008969868,"domain_scores_codex":[0.9949118,0.00006882951,0.0008602454,0.0005169765,0.00007268215,0.003569442],"domain_scores_gemma":[0.9980841,0.00005361599,0.000375357,0.0002536274,0.00004868658,0.001184667],"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":[0.00001477093,0.0001695341,0.0458577,0.00001568246,0.0001162274,6.298046e-7,0.0001185452,0.000004278943,0.00001293937,0.9425799,0.0004878986,0.01062192],"study_design_scores_gemma":[0.002362935,0.0002896836,0.007353278,0.000008502962,0.00001361122,0.0007156114,0.0003882896,0.00546121,0.00002041744,0.5446823,0.4379387,0.0007654389],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8746752,0.005157743,0.01968306,0.06590166,0.0008409527,0.0006132438,0.0001560489,0.0001074784,0.03286465],"genre_scores_gemma":[0.9885387,0.001908091,0.0007511273,0.00817391,0.000465988,0.00001835277,0.0000151955,0.00003373457,0.00009486481],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4374509,"threshold_uncertainty_score":0.9999564,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1574430510898908,"score_gpt":0.3518345880766923,"score_spread":0.1943915369868014,"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."}}