{"id":"W4388669347","doi":"10.18174/641048","title":"Protocol Energiemonitor Glastuinbouw : Vernieuwde versie tot en met 2022","year":2022,"lang":"nl","type":"report","venue":"","topic":"Structural Analysis of Composite Materials","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Impact","funders":"","keywords":"Protocol (science); Computer science; Computer network; Medicine","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":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.001067388,0.001613275,0.002464775,0.0007771545,0.0004585201,0.0005050926,0.00196852,0.0006900076,0.2139203],"category_scores_gemma":[0.000218215,0.001532733,0.001194503,0.0008643158,0.00007902935,0.0003395262,0.001827803,0.001306322,0.001391141],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002782708,"about_ca_system_score_gemma":0.0005918001,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001557303,"about_ca_topic_score_gemma":0.0000357073,"domain_scores_codex":[0.9919145,0.0004748334,0.002078481,0.001413127,0.002856678,0.001262359],"domain_scores_gemma":[0.9963973,0.0003742589,0.0007552911,0.001753,0.0002944061,0.0004257915],"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":[0.001693014,0.000566585,0.002698406,0.01136945,0.02299268,0.003408217,0.001015828,0.1591138,0.2569784,0.0007757032,0.4703432,0.06904478],"study_design_scores_gemma":[0.001170155,0.0003289719,0.001228232,0.0001453057,0.001059148,0.000216217,0.0002254571,0.0009660801,0.02891855,0.00006959846,0.9638236,0.001848657],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"protocol","genre_scores_codex":[0.1509432,0.001182784,0.0003197692,0.0004255615,0.03360909,0.3030272,0.002001317,0.003956415,0.5045347],"genre_scores_gemma":[0.04921704,0.0008511672,0.01283812,0.0001965181,0.01693622,0.6069404,0.003221741,0.001568636,0.3082301],"genre_candidate":"protocol","genre_consensus":null,"teacher_disagreement_score":0.4934804,"threshold_uncertainty_score":0.9996615,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01579005728141109,"score_gpt":0.2806645389686804,"score_spread":0.2648744816872693,"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."}}