{"id":"W4390593649","doi":"10.1080/08940886.2023.2274740","title":"Calendar - Light Sources Event of Interest","year":2023,"lang":"en","type":"article","venue":"Synchrotron Radiation News","topic":"History and Developments in Astronomy","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Event (particle physics); Physics; Astrophysics","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":["insufficient_payload"],"category_scores_codex":[0.000772504,0.0008718657,0.0007332611,0.002449177,0.001418224,0.004878209,0.0009317731,0.00143892,0.6109923],"category_scores_gemma":[0.005032024,0.0003623207,0.0006753432,0.002988711,0.0002181909,0.001877662,0.00254111,0.001711461,0.517514],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009338145,"about_ca_system_score_gemma":0.001514841,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008709104,"about_ca_topic_score_gemma":0.01833621,"domain_scores_codex":[0.9995244,0.000036612,0.00003118453,0.00007945467,0.0002110835,0.0001171935],"domain_scores_gemma":[0.9970482,0.0002306369,0.0002535804,0.0001994464,0.001001764,0.001266478],"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":[0.00003405453,0.000003766558,0.00009340836,0.00004398057,0.000001056273,0.00001490993,0.000006612054,0.000004161716,0.00002161316,0.000150525,0.9952739,0.004352078],"study_design_scores_gemma":[0.00001792601,0.000006625922,0.0009827355,0.0000677202,0.000001829295,0.00002757619,0.00003545145,0.0000104152,0.00002906273,0.0001439053,0.9986719,0.000004849676],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00166944,0.003573991,0.0007016784,0.008990002,0.02231932,0.0005849219,0.3757153,0.005520397,0.580925],"genre_scores_gemma":[0.006943864,0.003925327,0.0007051351,0.005456428,0.007677798,0.0003985343,0.2143524,0.002615278,0.7579252],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3890077,"threshold_uncertainty_score":0.5548723,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01841602386206058,"score_gpt":0.2609692754558638,"score_spread":0.2425532515938033,"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."}}