{"id":"W7135271452","doi":"","title":"Validation Phoenix 8000 TOC-analyzer","year":2001,"lang":"nl","type":"report","venue":"Rivm (National Institute for Public Health and the Environment)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Phoenix; Nova scotia; Cape verde; European union","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007149275,0.003726129,0.001775694,0.006665776,0.002958159,0.003269073,0.003456288,0.003268423,0.03042712],"category_scores_gemma":[0.01132014,0.002211761,0.002161315,0.004053609,0.002115686,0.002529128,0.002916272,0.003828322,0.02189745],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00246019,"about_ca_system_score_gemma":0.007506583,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006151808,"about_ca_topic_score_gemma":0.009161992,"domain_scores_codex":[0.9755555,0.001990269,0.001384118,0.005418083,0.01453227,0.001119664],"domain_scores_gemma":[0.9901161,0.001017859,0.0006914097,0.000812135,0.007144894,0.0002175943],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001398734,0.0009577662,0.01643527,0.003516277,0.0005948644,0.0007485867,0.001316839,0.002632107,0.7582476,0.00835781,0.0423164,0.1634779],"study_design_scores_gemma":[0.0001428166,0.0009846499,0.01216238,0.0008524665,0.0004505722,0.001283474,0.0005696907,0.01160808,0.7330516,0.002784914,0.2358383,0.0002710234],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.1677261,0.01853445,0.5824142,0.00359307,0.00502922,0.0135565,0.03857757,0.02868614,0.1418828],"genre_scores_gemma":[0.2721569,0.01914727,0.4561813,0.005238534,0.0007761155,0.01638827,0.0429434,0.007691311,0.1794769],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.03042712,"threshold_uncertainty_score":0.1017889,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0898975323078284,"score_gpt":0.3209683367297291,"score_spread":0.2310708044219007,"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."}}