{"id":"W6991374388","doi":"","title":"[07.06.22] Graduation Toronto","year":2022,"lang":"en","type":"other","venue":"Bulletin of Miscellaneous Information (Royal Gardens Kew)","topic":"Information and Cyber Security","field":"Computer Science","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":[0.0003112223,0.0003386494,0.0003588421,0.00008237755,0.0001600558,0.0001491616,0.001092745,0.0002291664,0.6809025],"category_scores_gemma":[0.0000625097,0.0003586253,0.0001873338,0.00001444134,0.00006230724,0.000001863031,0.0003702542,0.0002810124,0.02094965],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002029259,"about_ca_system_score_gemma":0.00006550073,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006954657,"about_ca_topic_score_gemma":0.002153979,"domain_scores_codex":[0.9977606,0.0001113232,0.0007367529,0.0002415157,0.0008239108,0.0003259103],"domain_scores_gemma":[0.9981139,0.00005860136,0.0007901057,0.0007617399,0.0001473497,0.0001282732],"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":[0.000008685693,0.00003701012,8.129394e-7,0.0001571243,0.00003223913,0.000006399136,0.0005872974,0.00005950419,3.346539e-8,0.003446919,0.9920026,0.003661392],"study_design_scores_gemma":[0.0003957172,0.00009109393,0.000006266867,0.00004436165,0.00001671135,0.00004711463,0.0001593117,0.0003434745,0.000002509771,0.00007269527,0.9984388,0.0003819866],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0000027596,0.0003409475,0.00004095204,0.000325471,0.0006052997,0.0004366115,0.00007527221,0.0005234584,0.9976493],"genre_scores_gemma":[0.0002280626,0.0002281089,0.0034154,0.001230743,0.0001113652,0.00003898715,0.0003381812,0.0000649158,0.9943442],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6599528,"threshold_uncertainty_score":0.9998866,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005840545154381323,"score_gpt":0.1868690730702911,"score_spread":0.1810285279159098,"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."}}