{"id":"W7044922692","doi":"","title":"Achtergrondconcentraties in het oppervlaktewater van HHNK : Deelrapport 34 : Analyse achtergrondconcentraties voor stikstof en fosfor op basis van water- en nutriëntenbalansen voor deelgebied Wieringermeer West","year":2014,"lang":"nl","type":"other","venue":"Socio-Environmental Systems Modeling","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Center (category theory)","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","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.005527966,0.006060346,0.006947913,0.001878873,0.001471476,0.001489156,0.003721865,0.004489387,0.02146963],"category_scores_gemma":[0.0001105855,0.005525298,0.002306795,0.0005774438,0.001670647,0.002260068,0.001909798,0.004098109,0.03994892],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01371661,"about_ca_system_score_gemma":0.0005305501,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004357101,"about_ca_topic_score_gemma":0.0002197483,"domain_scores_codex":[0.970434,0.005837686,0.007114673,0.005812415,0.004016541,0.006784706],"domain_scores_gemma":[0.991165,0.0004686475,0.002607342,0.003738181,0.0001091422,0.001911734],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.002265149,0.004927136,0.4751372,0.007233813,0.0124221,0.001201834,0.08099396,0.2372526,0.1610268,0.0001698698,0.01601947,0.001349952],"study_design_scores_gemma":[0.02513848,0.002002764,0.002089048,0.01287357,0.007467461,0.0006762089,0.433528,0.3934175,0.003732041,0.0003965847,0.09701714,0.02166116],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9505742,0.008882477,0.007368061,0.0004538168,0.004636585,0.01056382,0.004703255,0.0008490127,0.0119688],"genre_scores_gemma":[0.8792907,0.001948859,0.0007069084,0.0002356083,0.003026346,0.001795478,0.004923413,0.00366939,0.1044033],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4730482,"threshold_uncertainty_score":0.9998285,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01238436467469595,"score_gpt":0.2194574914293264,"score_spread":0.2070731267546304,"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."}}