{"id":"W1492103209","doi":"10.54648/eulr2014017","title":"How Good are PIA Reports And Where are They?","year":2014,"lang":"en","type":"article","venue":"European Business Law Review","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Commission; Standardization; European commission; Process (computing); Data Protection Act 1998; Political science; Business; Public relations; Law; Public administration; European union; Computer science; International trade","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005279384,0.0002268738,0.0003389215,0.000006618892,0.000210212,0.0001180058,0.0001758919,0.00002835856,0.0003850819],"category_scores_gemma":[0.00006165609,0.0001750137,0.00006185201,0.0001369996,0.0001921465,0.0003947939,0.0003492258,0.0001131918,0.000368267],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005637458,"about_ca_system_score_gemma":0.000001835967,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001186572,"about_ca_topic_score_gemma":0.0001736251,"domain_scores_codex":[0.9985115,0.0003010289,0.0002450677,0.0003921669,0.000297686,0.0002525621],"domain_scores_gemma":[0.9990475,0.00001739165,0.0003476535,0.0004286533,0.000008474687,0.0001503368],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001015211,0.000613813,0.7913781,0.005503737,0.00008750918,0.00111715,0.0003054519,0.00002872252,0.002109518,0.00282924,0.03975417,0.1562624],"study_design_scores_gemma":[0.00008094878,0.00001142896,0.4443077,0.001098224,0.00003448855,0.00004585661,0.00001376395,0.0000012063,0.000006183362,0.00009735292,0.5541155,0.0001873556],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2710258,0.05018392,0.0003871425,0.02354761,0.0008956162,0.001878567,0.00002670876,0.0003608996,0.6516937],"genre_scores_gemma":[0.9709766,0.02208903,0.0002105111,0.003793726,0.0001353465,0.000008813465,0.00001041175,0.00005450685,0.002721087],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6999508,"threshold_uncertainty_score":0.7136852,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01421738305149342,"score_gpt":0.2308686170809013,"score_spread":0.2166512340294078,"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."}}