{"id":"W1526042368","doi":"","title":"The Creation of University Intellectual Property: Confidential Information, Data Protection, and Research Ethics","year":2010,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Law, AI, and Intellectual Property","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Intellectual property; Confidentiality; Data Protection Act 1998; Political science; Context (archaeology); Statutory law; Public administration; Library science; Law; Geography; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.07045853,0.0003560626,0.0009989296,0.002962906,0.02136471,0.03542477,0.002876478,0.01188158,0.002506225],"category_scores_gemma":[0.0982286,0.0007251943,0.0005153227,0.006368378,0.1450827,0.01346658,0.009072082,0.01160299,0.000461621],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.06371502,"about_ca_system_score_gemma":0.1505307,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.5604259,"about_ca_topic_score_gemma":0.4766037,"domain_scores_codex":[0.91519,0.04830173,0.002858027,0.004100267,0.02131336,0.008236525],"domain_scores_gemma":[0.7950943,0.1491853,0.01041569,0.014529,0.01953406,0.01124165],"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":[0.00001168305,0.00001101062,0.0008441253,0.00004601638,0.000006805772,0.0001246851,0.008672492,0.0001686352,0.00005392789,0.9792275,0.004318834,0.006514254],"study_design_scores_gemma":[0.00002793671,0.00002493293,0.003457502,0.0006839358,0.00002115683,0.0002659502,0.009782209,0.001079648,0.0004803182,0.8625854,0.1215053,0.00008590945],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.03995926,0.01915546,0.04087029,0.576359,0.0005106191,0.0002145344,0.0002223234,0.0001185224,0.32259],"genre_scores_gemma":[0.9279454,0.006155332,0.01245889,0.03813859,0.0005918385,0.0002526018,0.00005918264,0.00005635045,0.01434186],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9881184,"threshold_uncertainty_score":0.8843256,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05966480764108454,"score_gpt":0.2981124168047893,"score_spread":0.2384476091637048,"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."}}