{"id":"W2340087140","doi":"10.2139/ssrn.2559430","title":"Universities (Development and Innovation) (Amendment) Bill 2015","year":2015,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"EU Law and Policy Analysis","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Trinity College","funders":"","keywords":"Download; Internet privacy; Computer science; World Wide Web; Computer security; Political science","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":[0.002511026,0.0000654326,0.00008972398,0.0002423684,0.0005104583,0.00007146232,0.0001304537,0.00004512418,0.00003609187],"category_scores_gemma":[0.00004140164,0.00005242931,0.00002133719,0.0005660027,0.0001013071,0.0002853205,0.00002367227,0.000387112,0.00002574976],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001474468,"about_ca_system_score_gemma":0.007841463,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001523662,"about_ca_topic_score_gemma":0.006975519,"domain_scores_codex":[0.9984625,0.000102917,0.0001487651,0.00008335379,0.0002908901,0.0009115593],"domain_scores_gemma":[0.9995542,0.00002337506,0.00009296297,0.0000470232,0.0001796719,0.0001027274],"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":[0.000008371681,0.00001177504,0.00101649,5.924103e-7,0.00007936314,0.000001332831,0.009323692,0.000004369022,0.000004670783,0.9831932,0.001086088,0.005270111],"study_design_scores_gemma":[0.0003847529,0.00006155654,0.00007371438,0.000005930756,0.00002704188,0.00001804056,0.1054424,0.000003477299,0.00003821727,0.2174844,0.6763279,0.0001325672],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9080497,0.001721051,0.001217351,0.01571874,0.0001829677,0.00007131846,0.000001157769,0.00004100647,0.07299668],"genre_scores_gemma":[0.9510438,0.0008918387,0.0001383246,0.0002251782,0.0002577324,7.079956e-7,0.000002266886,0.000004840108,0.04743534],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7657087,"threshold_uncertainty_score":0.9977832,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03147760235587663,"score_gpt":0.3183941167690366,"score_spread":0.28691651441316,"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."}}