{"id":"W7061575306","doi":"","title":"Program and the Book of abstracts / Eighteenth Young Researchers' Conference Materials Sciences and Engineering, December 4-6, 2019, Belgrade, Serbia","year":2019,"lang":"en","type":"article","venue":"Digital Archive of SASA (Serbian Academy of Sciences and Arts)","topic":"Particle accelerators and beam dynamics","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Serbian; Frontier; Science and engineering; Basic research","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":[0.001618001,0.00119011,0.0008761078,0.002128078,0.001463053,0.004624981,0.0009980643,0.001138769,0.291859],"category_scores_gemma":[0.00148291,0.0004025369,0.0006669991,0.001193976,0.0004545661,0.001638312,0.001735456,0.001415159,0.1622982],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001265588,"about_ca_system_score_gemma":0.003017379,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00191558,"about_ca_topic_score_gemma":0.003675562,"domain_scores_codex":[0.9991098,0.0001377737,0.00007250655,0.0001567585,0.0003569575,0.000166128],"domain_scores_gemma":[0.9987887,0.00008361537,0.00006801142,0.00005085264,0.0004838915,0.0005249968],"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":[0.0001205126,0.0000817438,0.000339687,0.0007551358,0.00001122121,0.0001171692,0.0001141853,0.0001395665,0.001391954,0.004348568,0.8587505,0.1338299],"study_design_scores_gemma":[0.000004662998,0.00002910757,0.0005634401,0.0001233315,0.000003991609,0.00008107752,0.00006326162,0.00003791802,0.0002002217,0.000238256,0.9986507,0.000004000728],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.005933716,0.1592477,0.006292328,0.01592694,0.1255231,0.0008072527,0.007189495,0.001292067,0.6777874],"genre_scores_gemma":[0.008297318,0.02918357,0.00232013,0.001119097,0.004963992,0.0002059913,0.002410906,0.0003921938,0.9511068],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.708141,"threshold_uncertainty_score":0.9763657,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02231515978035442,"score_gpt":0.2610577991509097,"score_spread":0.2387426393705553,"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."}}