{"id":"W4389494326","doi":"10.18174/641747","title":"Staat van Landbouw, Natuur en Voedsel : Editie 2023","year":2023,"lang":"nl","type":"report","venue":"","topic":"Environmental Conservation and Management","field":"Environmental Science","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Impact","funders":"","keywords":"Agribusiness; Chain (unit); Business; Agriculture; Consumption (sociology); Food chain; Production (economics); Agricultural economics; Value (mathematics); Value chain; Agricultural science; Commerce; Economics; Supply chain; Marketing; Geography; 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":[0.001508497,0.0008686988,0.0007302437,0.0002429329,0.0003982808,0.0001968697,0.001012251,0.0006353406,0.1544591],"category_scores_gemma":[0.000157946,0.00083213,0.0004013879,0.0006300405,0.0003920357,0.000397399,0.002197191,0.0008666792,0.1536325],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001962249,"about_ca_system_score_gemma":0.000124966,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007180531,"about_ca_topic_score_gemma":0.004315848,"domain_scores_codex":[0.9935185,0.0002081149,0.001080652,0.00152856,0.002595088,0.001069102],"domain_scores_gemma":[0.9976037,0.00026125,0.0004793621,0.00116413,0.00001893253,0.0004726999],"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":[0.00001486727,0.0002108361,0.007191675,0.0002125016,0.000213556,0.0002554164,0.0001626742,0.000395407,0.0002363723,0.0002143607,0.9769441,0.0139482],"study_design_scores_gemma":[0.00045075,0.0001236752,0.09070033,0.0001379645,0.0001595997,0.00001449339,0.0007113506,0.0003581633,0.0001104739,0.0003315979,0.90598,0.000921626],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.005611887,0.0004118139,0.0006453169,0.006371452,0.007913546,0.001953516,0.000472401,0.0005631778,0.9760569],"genre_scores_gemma":[0.006965508,0.01314796,0.0004669984,0.003667782,0.000865844,0.0001674301,0.0009000641,0.0001693957,0.973649],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.08350866,"threshold_uncertainty_score":0.9994307,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04840656280136028,"score_gpt":0.2881745344344445,"score_spread":0.2397679716330842,"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."}}