{"id":"W7048682617","doi":"","title":"Marko Suprun. Canadian living in Kyiv","year":2022,"lang":"en","type":"other","venue":"Bulletin of Miscellaneous Information (Royal Gardens Kew)","topic":"Photocathodes and Microchannel Plates","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000176809,0.0002743155,0.0003135033,0.0002207558,0.00003940985,0.00003221446,0.0002832512,0.0002628297,0.6493492],"category_scores_gemma":[0.00003792311,0.0003252474,0.0000837428,0.00001205379,0.00002759194,1.489719e-7,0.00005869117,0.000345205,0.003409569],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002060147,"about_ca_system_score_gemma":0.00004188302,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2633262,"about_ca_topic_score_gemma":0.4907096,"domain_scores_codex":[0.9988893,0.00002905147,0.0003993575,0.0001320261,0.0001671536,0.0003831052],"domain_scores_gemma":[0.9994351,0.00006630283,0.0001003505,0.000239867,0.00002100543,0.0001373233],"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":[0.000004279635,0.000007560243,0.000005731828,0.0003808766,0.00002834613,0.00003216718,0.0003045006,0.004967427,7.250218e-7,0.000003954438,0.9937462,0.0005182253],"study_design_scores_gemma":[0.0001408391,0.0000233442,0.00001268608,0.0002068114,0.00001371668,0.00004393564,0.0002527423,0.0002721107,0.000004651852,0.000002223986,0.998703,0.0003239228],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0001772105,0.00085276,1.074565e-7,0.00001905725,0.0003254763,0.000352392,0.0002115485,0.0001884135,0.997873],"genre_scores_gemma":[0.002973689,0.0004412861,0.0002127639,0.0001143713,0.00006851944,0.0000336672,0.0001679958,0.0001784574,0.9958093],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6459396,"threshold_uncertainty_score":0.99992,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003708755481013738,"score_gpt":0.1555605418619843,"score_spread":0.1518517863809706,"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."}}