{"id":"W7059768405","doi":"","title":"","year":2021,"lang":"fr","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":"Insignificance; Intellectualization; Pilotage","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":[0.0005002212,0.0003747749,0.0002317558,0.000874162,0.003310473,0.005345512,0.0004262217,0.001458754,0.1665124],"category_scores_gemma":[0.001114423,0.0001831925,0.0002845991,0.001073132,0.00115978,0.001964847,0.001636808,0.00146621,0.08942536],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003161687,"about_ca_system_score_gemma":0.003103633,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03136618,"about_ca_topic_score_gemma":0.1005254,"domain_scores_codex":[0.9995912,0.00004210271,0.00001245454,0.00008081806,0.0001778508,0.00009544961],"domain_scores_gemma":[0.9996319,0.000044523,0.00001726131,0.00004599584,0.0001537259,0.0001065278],"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":[0.00008639241,0.00003398827,0.001145217,0.0001163417,0.000003995807,0.0002450723,0.003339898,0.00006270997,0.001356504,0.1168082,0.7187734,0.1580283],"study_design_scores_gemma":[7.658291e-7,0.00000270492,0.0004057649,0.00002019786,3.647054e-7,0.00002907137,0.0001828672,0.000004823006,0.00007957525,0.0005639094,0.9987087,0.000001268144],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003034947,0.00544541,0.0007750811,0.0102729,0.004216075,0.00003863869,0.0007763091,0.0002610555,0.9751796],"genre_scores_gemma":[0.004795158,0.000735604,0.0001864487,0.0007390833,0.0001501072,0.000008646711,0.000158607,0.00004518781,0.9931812],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8334876,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1096298572023484,"score_gpt":0.4519507460558254,"score_spread":0.3423208888534769,"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."}}