{"id":"W7033165728","doi":"","title":"2024 Podcast Season Announcement","year":2024,"lang":"en","type":"other","venue":"Bulletin of Miscellaneous Information (Royal Gardens Kew)","topic":"Earthquake and Disaster Impact Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Set (abstract data type); Frequently asked questions","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":[0.0003329804,0.0002628643,0.0003252385,0.00007652309,0.0001239131,0.0001373404,0.0002439531,0.000283471,0.5340018],"category_scores_gemma":[0.000123039,0.0002462253,0.0001632782,0.0000134208,0.0002502863,2.10226e-7,0.00009784622,0.0002079421,0.06850597],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006750178,"about_ca_system_score_gemma":0.0000728958,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01957863,"about_ca_topic_score_gemma":0.01808864,"domain_scores_codex":[0.9983356,0.00007919562,0.0003883398,0.0001840404,0.0006457528,0.0003670969],"domain_scores_gemma":[0.9992148,0.00005473538,0.0002557849,0.0002244814,0.0001050557,0.0001450858],"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":[0.00001704474,0.00002608465,0.000003652229,0.000374529,0.00009402109,0.00001523893,0.003601208,0.000005377888,2.086719e-8,0.000223051,0.9937342,0.001905514],"study_design_scores_gemma":[0.0001508821,0.00007549582,0.000003343562,0.0003929873,0.0000709251,0.000004735734,0.003249261,6.900731e-7,3.116587e-7,0.00003860667,0.9957584,0.000254398],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00001040528,0.002428394,9.936561e-8,0.0008694194,0.001049534,0.000373547,0.0002190745,0.0002114539,0.9948381],"genre_scores_gemma":[0.0004902367,0.001046549,0.0001306078,0.0003508136,0.0005476996,0.00001348286,0.00004758665,0.00008627291,0.9972867],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4654958,"threshold_uncertainty_score":0.999999,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0119414026531363,"score_gpt":0.2373426326186721,"score_spread":0.2254012299655357,"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."}}