{"id":"W4312845418","doi":"10.18174/580691","title":"Staat van Landbouw, Natuur en Voedsel : Editie 2022","year":2022,"lang":"nl","type":"report","venue":"","topic":"Environmental Conservation and Management","field":"Environmental Science","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Impact","funders":"","keywords":"Agribusiness; Agricultural science; Agriculture; Economy; Political science; Business; Agricultural economics; Business administration; Humanities; Geography; Economics; Art; Environmental science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001713367,0.0008372898,0.0006972874,0.0002147025,0.0007593289,0.000153308,0.001258473,0.0003723585,0.7253239],"category_scores_gemma":[0.00008758545,0.0008529196,0.0004186568,0.0004883787,0.0003372611,0.0004128015,0.003880669,0.001344331,0.01548897],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003868295,"about_ca_system_score_gemma":0.0001648812,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004748987,"about_ca_topic_score_gemma":0.0014546,"domain_scores_codex":[0.9926336,0.0003861224,0.001042982,0.001574736,0.003401664,0.0009608931],"domain_scores_gemma":[0.9975512,0.0001813263,0.0005729687,0.001259144,0.00001211279,0.0004232336],"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":[0.0000297545,0.0005183567,0.01176709,0.0001565301,0.0002200239,0.0002712121,0.0003453346,0.0008314746,0.0003375254,0.0004361306,0.9646652,0.02042134],"study_design_scores_gemma":[0.0005433901,0.0002237693,0.03659931,0.00003297019,0.0001742113,0.00003792489,0.001454235,0.0002372479,0.00009198333,0.0002142857,0.9594077,0.0009829168],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.006865054,0.001061405,0.0004185302,0.004470889,0.005738499,0.001858548,0.0004910845,0.0002353116,0.9788607],"genre_scores_gemma":[0.01207957,0.01346401,0.0005681349,0.008482719,0.0005899844,0.0003544319,0.001411428,0.0001414723,0.9629083],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7098349,"threshold_uncertainty_score":0.9999557,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01430485779730213,"score_gpt":0.236482544720833,"score_spread":0.2221776869235309,"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."}}