{"id":"W7060715703","doi":"","title":"Peripheral Review Annual 2018","year":2019,"lang":"en","type":"book","venue":"E-Artexte (Artexte)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Peripheral; Key (lock); Emerging technologies; MEDLINE; Duration (music)","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":[],"consensus_categories":[],"category_scores_codex":[0.001247816,0.0009840295,0.001163481,0.001881807,0.00110731,0.005013159,0.00181249,0.00290121,0.1867072],"category_scores_gemma":[0.003847239,0.0004985851,0.0006923467,0.001928152,0.0009264166,0.002901743,0.002619907,0.003648449,0.188766],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00267047,"about_ca_system_score_gemma":0.004646265,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003015635,"about_ca_topic_score_gemma":0.008406881,"domain_scores_codex":[0.9990928,0.00007621694,0.00005203421,0.0001007396,0.0005271398,0.0001509987],"domain_scores_gemma":[0.9983694,0.0001944326,0.000104009,0.0001031046,0.0008700921,0.0003589239],"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":[0.00001557459,0.00001027216,0.00001825742,0.000742589,0.000004436324,0.00002541882,0.00001257969,0.00002291619,0.0002193986,0.002541544,0.9220968,0.07429025],"study_design_scores_gemma":[0.000002389586,0.000004163659,0.00005787538,0.0002207211,0.000002331724,0.0000255018,0.000006834852,0.000003440328,0.00001470993,0.0002790253,0.9993812,0.000001884423],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.0004344554,0.4778157,0.00084728,0.02671343,0.1421954,0.0001855519,0.001831935,0.000982401,0.348994],"genre_scores_gemma":[0.003359848,0.3568642,0.0009344579,0.02554274,0.03496626,0.0002361567,0.002820102,0.000229411,0.5750469],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1867072,"threshold_uncertainty_score":0.6245978,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009842758323304264,"score_gpt":0.2605746737393895,"score_spread":0.2507319154160852,"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."}}