{"id":"W4387349444","doi":"10.18174/638953","title":"WUR-perspectieven op landbouw, voedsel en natuur","year":2023,"lang":"nl","type":"report","venue":"","topic":"Energy, Environment, Agriculture Analysis","field":"Energy","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Impact","funders":"","keywords":"Art","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","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.00133436,0.001778664,0.002424284,0.0007569168,0.0004049516,0.0002926902,0.001505235,0.002687999,0.02205722],"category_scores_gemma":[0.0006215174,0.001381753,0.001989305,0.001899127,0.0001810703,0.000253828,0.0008818142,0.001953063,0.02745082],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00257417,"about_ca_system_score_gemma":0.0004603343,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.04698556,"about_ca_topic_score_gemma":0.03061987,"domain_scores_codex":[0.9905025,0.0005138499,0.001857512,0.002639438,0.002861696,0.001624957],"domain_scores_gemma":[0.9950209,0.000539191,0.001075465,0.002426398,0.0003033943,0.0006346165],"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":[0.0000396264,0.0006970539,0.002036546,0.000397764,0.01187622,0.001721841,0.0007974495,0.02923016,0.001382046,0.008496597,0.9368457,0.00647899],"study_design_scores_gemma":[0.000605609,0.0001266573,0.00922865,0.0002534922,0.002731175,0.000139474,0.001803001,0.0003270741,0.0007266763,0.0004082381,0.981548,0.00210198],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003285685,0.005741987,0.000230871,0.001944671,0.003847579,0.0004818468,0.0001831641,0.001117752,0.9831665],"genre_scores_gemma":[0.02489365,0.05297928,0.0006406965,0.0003923708,0.005773407,0.0001819928,0.002451107,0.000451071,0.9122364],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.07093003,"threshold_uncertainty_score":0.9994959,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02601943979706992,"score_gpt":0.274826862564542,"score_spread":0.2488074227674721,"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."}}