{"id":"W2791298308","doi":"10.1002/j.1551-8833.2001.tb09190.x","title":"The regulatory paradox","year":2001,"lang":"en","type":"article","venue":"American Water Works Association","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"General partnership; Accreditation; Government (linguistics); Compliance (psychology); Public administration; Political science; German; Accounting; Business; Law; Psychology; Geography","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003648985,0.00009670187,0.00009866187,0.000007851552,0.0004379227,0.00008722419,0.0001602654,0.00004116815,0.0004468018],"category_scores_gemma":[0.00001743542,0.0000586257,0.00005700723,0.0001543796,0.0001734169,0.0002273162,0.0001008879,0.0001190141,0.001131105],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009817418,"about_ca_system_score_gemma":0.000002375402,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005143276,"about_ca_topic_score_gemma":0.0001548427,"domain_scores_codex":[0.9988005,0.0001033468,0.0001467964,0.0001553151,0.0004009747,0.0003930988],"domain_scores_gemma":[0.999566,0.00006713116,0.0001290663,0.0001643318,0.000002828635,0.00007062549],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000009778085,0.00003748537,0.9225393,1.359736e-7,0.00002266483,0.000001845767,0.0004700042,0.0001403921,0.001355454,0.00001011633,0.005263731,0.07014908],"study_design_scores_gemma":[0.0001363723,0.00003790101,0.9314234,0.000002541743,0.00001266328,0.00000101632,0.0004814805,0.00007736951,0.0005291583,0.0006502885,0.06651048,0.0001372985],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9845277,0.00001330017,0.00009748831,0.00287563,0.0001501598,0.0001018341,6.919773e-7,0.00003850838,0.01219465],"genre_scores_gemma":[0.9893235,0.000195601,0.00007961605,0.0006729846,0.00008328867,0.00001671166,0.000008390813,0.0000121529,0.009607752],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07001179,"threshold_uncertainty_score":0.9996466,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003981658219053705,"score_gpt":0.2233176083873717,"score_spread":0.219335950168318,"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."}}