{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0007360416,0.0009251261,0.001018115,0.001421498,0.004022639,0.005460844,0.001297477,0.002136674,0.8174902],"category_scores_gemma":[0.001601731,0.0004874357,0.000681426,0.001750864,0.0006568719,0.001583686,0.002606322,0.002309658,0.76187],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004373786,"about_ca_system_score_gemma":0.005136684,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1379111,"about_ca_topic_score_gemma":0.360267,"domain_scores_codex":[0.9993489,0.00004318838,0.0000193302,0.0001036658,0.000241662,0.0002431784],"domain_scores_gemma":[0.998886,0.00003009634,0.00001835681,0.00008386327,0.0004872245,0.000494395],"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":[0.00001835633,0.000009141017,0.00009651896,0.00003075936,0.000001115439,0.00001833974,0.00003282158,0.00001589678,0.00003652427,0.0009696995,0.9897461,0.009024726],"study_design_scores_gemma":[0.000007528123,0.00001051925,0.0007183557,0.00004669553,0.000001275774,0.000008458198,0.0000585625,0.00001819827,0.00004212334,0.0002186051,0.9988647,0.000004939546],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0003530052,0.0005215799,0.0002448075,0.003734912,0.002758937,0.0001180756,0.01146768,0.002076425,0.9787245],"genre_scores_gemma":[0.0009174096,0.0001766977,0.00004912322,0.0003654405,0.00009953958,0.00001941819,0.001789787,0.0003441747,0.9962384],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1825098,"threshold_uncertainty_score":0.2742167,"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."}}