{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.01542632,0.001360134,0.001894361,0.001071505,0.002891133,0.0007528739,0.001056331,0.0008409961,0.002104429],"category_scores_gemma":[0.002863371,0.001100303,0.0008452863,0.0007939578,0.002446317,0.001824079,0.000440767,0.001251912,0.002900413],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.006933734,"about_ca_system_score_gemma":0.01325482,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009609614,"about_ca_topic_score_gemma":0.0001260616,"domain_scores_codex":[0.9871691,0.0009778275,0.003150526,0.001994958,0.004570746,0.002136781],"domain_scores_gemma":[0.9918409,0.0009422548,0.003476713,0.00121549,0.000550771,0.001973854],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002074205,0.004670381,0.004235848,0.003611055,0.007778127,0.00004519313,0.003406305,0.0207385,0.00003898969,0.4603575,0.3955938,0.09745013],"study_design_scores_gemma":[0.006893804,0.0002390668,0.001260442,0.0001079899,0.000294609,0.0002454859,0.000118543,0.003504774,0.000006295792,0.005417228,0.9809531,0.0009586609],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.02906862,0.06522953,0.1813672,0.3037599,0.01873096,0.06364889,0.05614812,0.001375749,0.280671],"genre_scores_gemma":[0.3846867,0.1568888,0.007271546,0.01753872,0.01501262,0.0127444,0.2217147,0.001759251,0.1823833],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.5853593,"threshold_uncertainty_score":0.9999149,"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."}}