{"id":"W6943861136","doi":"10.15497/rda/00091","title":"National PID Strategies Guide and Checklist","year":2023,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Wood and Agarwood Research","field":"Chemistry","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"PID controller; Government (linguistics); Checklist; Conversation; Value proposition; Control (management)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.02448169,0.00149389,0.001148102,0.009896938,0.002819313,0.007682836,0.00675404,0.005318092,0.202015],"category_scores_gemma":[0.04762517,0.002069503,0.001535797,0.006994807,0.001689456,0.007053899,0.00628056,0.004971023,0.1238602],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008941343,"about_ca_system_score_gemma":0.05016487,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03690287,"about_ca_topic_score_gemma":0.04741451,"domain_scores_codex":[0.9881372,0.004094706,0.001713513,0.0007066423,0.004453748,0.0008941998],"domain_scores_gemma":[0.9713826,0.006405737,0.001225978,0.001648757,0.01759873,0.001738282],"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":[0.00003802047,0.00006940296,0.0002091349,0.001024443,0.000003758564,0.00008448204,0.00036033,0.0003513575,0.0001318203,0.02018842,0.9102443,0.06729449],"study_design_scores_gemma":[0.000009231685,0.00001039256,0.0001923008,0.0003999902,0.000001781164,0.00004817649,0.00015966,0.00005570558,0.00006169016,0.002069533,0.9969833,0.000008166927],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001451796,0.004084177,0.06693325,0.02808123,0.003449189,0.02198108,0.09310623,0.0110312,0.7698818],"genre_scores_gemma":[0.004740087,0.005945044,0.1964118,0.01907879,0.0002607908,0.03782747,0.1096462,0.003125775,0.6229641],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9923171,"threshold_uncertainty_score":0.6758074,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03182012972959645,"score_gpt":0.2745899117952124,"score_spread":0.2427697820656159,"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."}}