{"id":"W7059628899","doi":"","title":"","year":2022,"lang":"es","type":"other","venue":"Directory of Open access Books (OAPEN Foundation)","topic":"Gyrotron and Vacuum Electronics Research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004243596,0.0006027504,0.0003671081,0.0027166,0.001913942,0.002540317,0.0005303419,0.0007530026,0.120229],"category_scores_gemma":[0.0008831902,0.0002548567,0.0002769906,0.002649911,0.0007310779,0.00135881,0.001299254,0.001252596,0.03191675],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005990696,"about_ca_system_score_gemma":0.005263011,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2478364,"about_ca_topic_score_gemma":0.4991742,"domain_scores_codex":[0.9997341,0.00001740285,0.000006517971,0.00004900035,0.0001231168,0.00006984374],"domain_scores_gemma":[0.9994776,0.00003414511,0.00002791567,0.0000398481,0.0003154007,0.0001051899],"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":[0.00005382528,0.00001318372,0.0004409947,0.0001098395,0.000005119771,0.00009454309,0.0001850406,0.00005460397,0.000485018,0.004064098,0.9406421,0.05385161],"study_design_scores_gemma":[0.000001690323,0.000002383272,0.002133622,0.00004139578,0.000002062192,0.0000366832,0.00007466364,0.00001552845,0.0001122294,0.0002231461,0.9973546,0.000001865633],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.009401468,0.1263853,0.002263642,0.03736277,0.02719863,0.0001860811,0.01465374,0.0006851729,0.7818633],"genre_scores_gemma":[0.006927299,0.01328764,0.0007486789,0.0009142181,0.00121015,0.00003821375,0.002041599,0.0001426025,0.9746897],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8797711,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09217756304792958,"score_gpt":0.4465592339591123,"score_spread":0.3543816709111827,"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."}}