{"id":"W7050381260","doi":"","title":"Editorial","year":2023,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Advanced Measurement and Metrology Techniques","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"The Journal of Student Science and Technology","funders":"","keywords":"Download; Free access; Join (topology); Editorial board; Politics; Government (linguistics)","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001044444,0.0002317666,0.0004762181,0.000780486,0.0001130036,0.0002619422,0.001491848,0.0001562844,0.001812279],"category_scores_gemma":[0.0002275684,0.0002247294,0.0001247895,0.001055305,0.00006087805,0.001361645,0.0003400045,0.0004102502,0.00005632643],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007989883,"about_ca_system_score_gemma":0.00003597444,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003353358,"about_ca_topic_score_gemma":0.000009010068,"domain_scores_codex":[0.9982975,0.00006043878,0.0004803918,0.00022347,0.0005430702,0.0003951422],"domain_scores_gemma":[0.9990493,0.0001421155,0.0001604585,0.0003243048,0.0001675132,0.0001562839],"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":[0.00003714882,0.00002236912,0.02775162,0.00003676209,0.00008637346,0.000009711851,0.00002920781,0.000843494,0.2256678,0.00004210987,0.7382355,0.007237885],"study_design_scores_gemma":[0.0006674666,0.00001389583,0.08442836,0.0002061583,0.000072542,0.000003807464,0.00002957382,0.000266022,0.1840842,0.01945839,0.7101713,0.0005983449],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6566179,0.02531832,0.01547489,0.0002511504,0.2316672,0.001814494,0.0001035371,0.004589428,0.06416317],"genre_scores_gemma":[0.9442568,0.02520852,0.001028917,0.0001127175,0.02839047,0.0001501904,0.00002861822,0.0001646412,0.000659148],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2876389,"threshold_uncertainty_score":0.9991002,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.238097961632861,"score_gpt":0.5437521967950509,"score_spread":0.3056542351621899,"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."}}