{"id":"W2199444630","doi":"","title":"Current Realities of Collaborative Intellectual Property in Africa","year":2014,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Private Equity and Venture Capital","field":"Business, Management and Accounting","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Creativity; Vision; Intellectual property; Openness to experience; Section (typography); Relation (database); Political science; Modalities; Knowledge management; Engineering ethics; Public relations; Sociology; Business; Psychology; Engineering; Social science; Law; Computer science; Social psychology","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":[],"consensus_categories":[],"category_scores_codex":[0.001637044,0.0001298177,0.0002114615,0.0002548899,0.0000920567,0.00008287795,0.0002838277,0.00004503708,0.00005574084],"category_scores_gemma":[0.0005531686,0.00008806916,0.00006491574,0.0004771187,0.00006853665,0.0005634452,0.00009961049,0.000909867,0.00004320911],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002155856,"about_ca_system_score_gemma":0.0004372919,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008671077,"about_ca_topic_score_gemma":0.0008342559,"domain_scores_codex":[0.9982239,0.00004035242,0.000305673,0.0001368314,0.0002206049,0.001072612],"domain_scores_gemma":[0.999438,0.00005454153,0.0002105413,0.0001037778,0.0001828099,0.00001036874],"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":[0.0001734694,0.0001925252,0.001718754,0.00007238032,0.00004996604,0.000001190085,0.001050673,0.00002762013,0.0002513165,0.9485438,0.002866785,0.04505144],"study_design_scores_gemma":[0.001189672,0.000204046,0.0006014593,0.0001519973,0.00003234957,0.00001627575,0.006175674,0.000961835,0.0001053593,0.6057659,0.3844868,0.0003085868],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9070349,0.01246099,0.01004976,0.002962384,0.001372769,0.000534812,0.000004096878,0.00009241755,0.06548791],"genre_scores_gemma":[0.9976168,0.001221969,0.00001254906,0.00005988046,0.000749437,0.000004566214,0.000004341646,0.00001286803,0.0003175707],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.38162,"threshold_uncertainty_score":0.395297,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01607121662779133,"score_gpt":0.2263357845601702,"score_spread":0.2102645679323789,"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."}}