{"id":"W2915364870","doi":"10.18174/424125","title":"Protocol Energiemonitor Glastuinbouw : Vernieuwde versie tot en met 2016","year":2017,"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; 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","scholarly_communication","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.0008090953,0.001672542,0.002622229,0.0005059339,0.000479639,0.001172113,0.002478045,0.001199572,0.01501598],"category_scores_gemma":[0.0003774795,0.001377793,0.001099949,0.0001647153,0.0001522707,0.0005836086,0.001002186,0.0007373652,0.004708639],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001192166,"about_ca_system_score_gemma":0.0008344186,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002183253,"about_ca_topic_score_gemma":0.00003280833,"domain_scores_codex":[0.9938141,0.0002092335,0.001785578,0.001256659,0.001696308,0.001238087],"domain_scores_gemma":[0.9948171,0.0002570275,0.001152875,0.002767741,0.0005158302,0.0004894332],"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":[0.001112851,0.0002887599,0.001650761,0.01084608,0.01886521,0.001857058,0.0003901471,0.009825023,0.1810223,0.0002783416,0.6077029,0.1661606],"study_design_scores_gemma":[0.001272704,0.0001769651,0.00286155,0.0008935201,0.0008375447,0.0001292558,0.00002788353,0.0004261082,0.06069024,0.00008968131,0.930845,0.001749526],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.04655322,0.000807014,0.0004702913,0.0003173846,0.02142703,0.185762,0.0007028542,0.002137201,0.741823],"genre_scores_gemma":[0.09885724,0.001358715,0.01904059,0.00007083492,0.02945642,0.2029924,0.0009323714,0.001271385,0.6460201],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3231421,"threshold_uncertainty_score":0.9998648,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02208896760754812,"score_gpt":0.3057704342366391,"score_spread":0.283681466629091,"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."}}