{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000506487,0.000143774,0.0002893748,0.0001066823,0.00008670714,0.0001968545,0.0002667971,0.00004740342,0.00001142892],"category_scores_gemma":[0.00003161403,0.00009653052,0.00003045963,0.0001866085,0.002234998,0.0007403203,0.0001497218,0.0001223355,0.000001476281],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000003567821,"about_ca_system_score_gemma":0.00002158116,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000400732,"about_ca_topic_score_gemma":0.000004206483,"domain_scores_codex":[0.9987814,0.0000143897,0.0003511063,0.0002376314,0.0003176592,0.0002978573],"domain_scores_gemma":[0.9995398,0.0001646782,0.0001087444,0.00005990391,0.00002099301,0.0001059094],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0003125193,0.0003589463,0.197115,0.002760249,0.0003120963,0.000004724305,0.007244793,0.004364502,0.4687541,0.2390694,0.001124874,0.07857887],"study_design_scores_gemma":[0.003078295,0.001370168,0.6923057,0.001477204,0.00006967245,0.00007661937,0.001946786,0.1159804,0.161039,0.01719983,0.004356966,0.001099407],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9948602,0.001201652,0.00001175972,0.0001717541,0.00002981982,0.0003197989,0.00007680132,0.0000203806,0.003307796],"genre_scores_gemma":[0.9980508,0.001132127,0.0007297442,0.00001532201,0.00001350002,0.000005877269,0.000001723487,0.000007334412,0.00004354907],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4951907,"threshold_uncertainty_score":0.8234942,"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."}}