{"id":"W4389665785","doi":"10.1109/nssmicrtsd49126.2023.10337826","title":"Welcome address","year":2023,"lang":"en","type":"article","venue":"","topic":"Radiation Detection and Scintillator Technologies","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science; Optoelectronics; Detector; Semiconductor detector; Materials science; Telecommunications","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":[0.0006741988,0.0007639916,0.0006389673,0.001069342,0.002582717,0.003220948,0.0009379802,0.003623928,0.8233385],"category_scores_gemma":[0.001788757,0.0003324997,0.0006199225,0.0004342704,0.0003693103,0.0009527935,0.003105258,0.00185872,0.5969555],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001127583,"about_ca_system_score_gemma":0.002277067,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005780638,"about_ca_topic_score_gemma":0.03037698,"domain_scores_codex":[0.9994548,0.00003693051,0.00001107561,0.0001055964,0.0002331149,0.0001584089],"domain_scores_gemma":[0.9981512,0.000182868,0.00003026606,0.00009167869,0.0005015504,0.001042474],"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":[0.0001651511,0.0000678147,0.0004085393,0.00008573008,0.000005430941,0.0002083695,0.000042011,0.00005431622,0.001437783,0.001588979,0.9432416,0.05269426],"study_design_scores_gemma":[0.00002018888,0.00003808049,0.0008522694,0.00003718388,0.000003431735,0.00004447583,0.00007043804,0.00002988211,0.0001877526,0.0003177664,0.998393,0.00000543395],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"editorial","genre_scores_codex":[0.003585969,0.0019322,0.0007177787,0.0175825,0.02353826,0.0002871739,0.002971797,0.0008204451,0.9485639],"genre_scores_gemma":[0.001061743,0.0001917435,0.00007752347,0.0008436057,0.0004142212,0.0000155995,0.0002638103,0.0000724475,0.9970592],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.8233385,"threshold_uncertainty_score":0.2519861,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02044160016135011,"score_gpt":0.2643911240482085,"score_spread":0.2439495238868584,"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."}}