{"id":"W3212583135","doi":"10.18174/555538","title":"Protocol Energiemonitor Glastuinbouw : vernieuwde versie tot en met 2020","year":2021,"lang":"nl","type":"report","venue":"","topic":"Structural Analysis of Composite Materials","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Impact","funders":"","keywords":"Protocol (science); Computer science; 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":[0.0005811298,0.001609178,0.002724644,0.0003482502,0.0002039533,0.0007948627,0.00128378,0.001093887,0.04419739],"category_scores_gemma":[0.0003214233,0.001466877,0.00122061,0.0007428314,0.00007773243,0.0003276078,0.0009855347,0.0008563275,0.001876811],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00133657,"about_ca_system_score_gemma":0.0007110504,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008831085,"about_ca_topic_score_gemma":0.00004942955,"domain_scores_codex":[0.9931164,0.0003314611,0.002045111,0.001409284,0.001955162,0.001142546],"domain_scores_gemma":[0.9963089,0.0003236393,0.0006040504,0.001629692,0.0006427775,0.000490981],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0008651718,0.0004548273,0.002702786,0.01822134,0.02807742,0.007703594,0.0006808467,0.06066877,0.4586541,0.0003707818,0.3610504,0.06054995],"study_design_scores_gemma":[0.001207025,0.000171318,0.002079575,0.000751471,0.001384894,0.0003463096,0.0001541272,0.001118548,0.1298033,0.00004210304,0.8609312,0.002010171],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.2035544,0.002299077,0.0009821625,0.0008337236,0.03210388,0.2613963,0.001074433,0.003688091,0.4940678],"genre_scores_gemma":[0.1469028,0.00203498,0.06728693,0.0003496355,0.05382818,0.3595421,0.004757808,0.002351332,0.3629462],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4998808,"threshold_uncertainty_score":0.9996656,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01460915441694665,"score_gpt":0.2823181332994293,"score_spread":0.2677089788824826,"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."}}