{"id":"W7070803657","doi":"","title":"Reattori a letto mobile ibridi per il trattamento di acque reflue urbane","year":2008,"lang":"it","type":"article","venue":"Nova Science Publishers (Nova Science Publishers, Inc.)","topic":"Prenatal Screening and Diagnostics","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Government (linguistics); Field (mathematics); Quarter (Canadian coin); Work (physics)","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":["metaresearch","metaepi_narrow","bibliometrics","sts","scholarly_communication","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"category_scores_codex":[0.01554555,0.002110733,0.002214115,0.004849415,0.005118093,0.02212536,0.01187264,0.001141904,0.003852775],"category_scores_gemma":[0.02097617,0.001946212,0.0006398211,0.03035484,0.03065769,0.07207417,0.003611653,0.003576488,0.001345422],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.006809156,"about_ca_system_score_gemma":0.02993096,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01273893,"about_ca_topic_score_gemma":0.0002184884,"domain_scores_codex":[0.9694585,0.0002909387,0.002837515,0.006622529,0.01303866,0.007751861],"domain_scores_gemma":[0.9797262,0.0008388557,0.00146017,0.005406495,0.00646911,0.006099156],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007985259,0.004740096,0.09061589,0.0004601708,0.0002997044,0.001953777,0.0162454,0.001952349,0.05747957,0.005226546,0.7874897,0.03273829],"study_design_scores_gemma":[0.01711489,0.008635474,0.236018,0.002742351,0.0008582461,0.005193698,0.02678123,0.0069962,0.02727799,0.0006753225,0.6578309,0.009875729],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.735149,0.003223601,0.001059662,0.02490844,0.02625705,0.00476156,0.0004083933,0.00152869,0.2027037],"genre_scores_gemma":[0.9779856,0.0001751226,0.005591491,0.005029828,0.002378128,0.0002475051,0.0002191022,0.0002155412,0.008157706],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2428366,"threshold_uncertainty_score":0.9994321,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04618652141460186,"score_gpt":0.3039258752078441,"score_spread":0.2577393537932423,"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."}}