{"id":"W2115131291","doi":"10.18174/641047","title":"Energiemonitor van de Nederlandse glastuinbouw 2022","year":2023,"lang":"nl","type":"report","venue":"","topic":"Energy, Environment, Agriculture Analysis","field":"Energy","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Impact","funders":"","keywords":"Art; Humanities; Theology; Philosophy","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":[0.001362689,0.001934177,0.0023483,0.0007822036,0.0006199226,0.0003894884,0.001514591,0.002323886,0.03050161],"category_scores_gemma":[0.0005941778,0.001577414,0.002075772,0.001948149,0.0002157023,0.0002498553,0.0009898102,0.001537287,0.01220936],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002450874,"about_ca_system_score_gemma":0.0007203573,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.0280836,"about_ca_topic_score_gemma":0.01856663,"domain_scores_codex":[0.9896917,0.0005841229,0.002091308,0.002554445,0.00281282,0.0022656],"domain_scores_gemma":[0.99423,0.0005051069,0.001308664,0.002585057,0.0003509012,0.001020279],"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":[0.00006636351,0.0005778208,0.008146849,0.0003853976,0.00838711,0.002506467,0.0002636322,0.09212659,0.007029564,0.001617482,0.852062,0.02683075],"study_design_scores_gemma":[0.0006908399,0.0001909235,0.008218331,0.0002118714,0.003063933,0.0001566016,0.001173609,0.001080776,0.003113648,0.000365257,0.9794955,0.002238707],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02386797,0.007490816,0.001287445,0.001948113,0.007535924,0.0006620929,0.0003196936,0.001883635,0.9550043],"genre_scores_gemma":[0.02319746,0.06038387,0.0007576066,0.0005876588,0.008264058,0.0003330857,0.003117139,0.0005417613,0.9028174],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1274335,"threshold_uncertainty_score":0.999342,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02443844032820952,"score_gpt":0.2703076447689295,"score_spread":0.24586920444072,"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."}}