{"id":"W6981534983","doi":"","title":"Episode #124 - \"Miami\" Tom Schaefer Returns!","year":2018,"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":"Favourite; Miami; Superlative; Yesterday; George (robot)","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":[0.0004149012,0.0003205048,0.0004465315,0.00008838726,0.0002700731,0.000100162,0.0004151773,0.0004954691,0.5885938],"category_scores_gemma":[0.0003776341,0.0003039277,0.0001583045,0.00001383037,0.0006105694,4.193947e-7,0.0001193996,0.0001980866,0.04911917],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005643293,"about_ca_system_score_gemma":0.00006863864,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.03140337,"about_ca_topic_score_gemma":0.0523969,"domain_scores_codex":[0.9979848,0.0001447994,0.0005171491,0.0002086069,0.0006647182,0.000479878],"domain_scores_gemma":[0.9986248,0.0001239167,0.0004973821,0.000353518,0.0002117578,0.0001886217],"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":[0.00003214464,0.00002863494,0.00002207227,0.0001419511,0.00007155525,0.000006481679,0.002871149,0.000001881809,4.643941e-8,0.0001396581,0.9954119,0.001272541],"study_design_scores_gemma":[0.0002731938,0.0001270473,0.00002112693,0.0002540406,0.00004919308,0.00000575114,0.001686669,6.594814e-7,0.000002235062,0.00003955712,0.997207,0.0003335642],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00010554,0.0005502854,2.699392e-7,0.0005627336,0.0006243368,0.0003990482,0.00008663217,0.0002497711,0.9974214],"genre_scores_gemma":[0.00137787,0.0006490743,0.000417955,0.0005348379,0.0007957788,0.00001086756,0.00004933119,0.00008980774,0.9960745],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5394747,"threshold_uncertainty_score":0.9999413,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0111017535830898,"score_gpt":0.2311316296000919,"score_spread":0.2200298760170021,"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."}}