{"id":"W7019015820","doi":"","title":"Episode 277 with Dave Poulin, Jeff Hamilton & Mark Zecchino","year":2022,"lang":"en","type":"other","venue":"Bulletin of Miscellaneous Information (Royal Gardens Kew)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Football; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002685794,0.0006983482,0.0003669878,0.0006915507,0.004321683,0.003558454,0.0008322293,0.001681392,0.7470723],"category_scores_gemma":[0.001477265,0.0004501401,0.0002813863,0.0007349668,0.0003423455,0.001850116,0.002821857,0.00189824,0.587587],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002277908,"about_ca_system_score_gemma":0.002368192,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1423024,"about_ca_topic_score_gemma":0.4356924,"domain_scores_codex":[0.9996649,0.00002042639,0.000006409613,0.00003844015,0.0001392621,0.0001304389],"domain_scores_gemma":[0.9991989,0.00003152098,0.0000193932,0.00003037918,0.0002342537,0.0004855828],"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":[0.000007346071,0.000003985562,0.00003588997,0.000009497099,2.102575e-7,0.00002023267,0.00005416166,0.000003996577,0.00003041963,0.0003523887,0.9955207,0.003961308],"study_design_scores_gemma":[0.000001392065,0.000001996339,0.000198295,0.00001142799,2.631274e-7,0.00001302462,0.0001225141,0.000007011595,0.0000226767,0.00004557981,0.9995742,0.00000163948],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000431008,0.0002949398,0.0001617032,0.001608449,0.001389283,0.00008236238,0.001968601,0.0004716759,0.993592],"genre_scores_gemma":[0.0007829605,0.0000756275,0.0000306718,0.0002745532,0.0000669054,0.00001069715,0.0003350087,0.0002182708,0.9982053],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2529277,"threshold_uncertainty_score":0.3607706,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006454097484486206,"score_gpt":0.1885927365997485,"score_spread":0.1821386391152623,"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."}}