{"id":"W2323969058","doi":"10.5991/opf.2014.40.0075","title":"Cross‐Connection Control Is Everyone's Responsibility","year":2014,"lang":"en","type":"article","venue":"Opflow","topic":"Underground infrastructure and sustainability","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Backflow; Connection (principal bundle); Control (management); Business; Computer security; Public relations; Computer science; Engineering; Political science","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":[0.0003812268,0.0001352739,0.0001680203,0.0000418496,0.00009816262,0.00007152015,0.0001035757,0.0001217561,0.0006701946],"category_scores_gemma":[0.0001909632,0.0001265932,0.00008149938,0.0001135927,0.00005649797,0.0002236281,0.00001294888,0.0001627181,0.00005665295],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001425808,"about_ca_system_score_gemma":0.00002062351,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000296791,"about_ca_topic_score_gemma":0.00001612487,"domain_scores_codex":[0.999148,0.00006703343,0.0001962714,0.0002131569,0.0001238975,0.0002516772],"domain_scores_gemma":[0.9992669,0.0001337103,0.00001720434,0.0004247345,0.00008218556,0.00007525268],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00155283,0.000324211,0.4574397,0.001399164,0.0006413563,0.00002347242,0.004117008,0.1800845,0.04074657,0.01350635,0.1164484,0.1837165],"study_design_scores_gemma":[0.002163566,0.0001883503,0.4727769,0.00001317547,0.00003845763,0.00001585291,0.00009514336,0.2134367,0.007647723,0.05682771,0.2461461,0.000650286],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8812755,0.00008398002,0.09752844,0.0001567462,0.0007337384,0.000190817,0.0000108524,0.0003909683,0.019629],"genre_scores_gemma":[0.9982387,0.000002736289,0.0003920105,0.0003069558,0.0001906543,0.0000112451,0.000003536537,0.00001894549,0.0008351838],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1830662,"threshold_uncertainty_score":0.7338161,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003712598626293002,"score_gpt":0.2164299352913502,"score_spread":0.2127173366650572,"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."}}