{"id":"W7037978232","doi":"","title":"Episode 77 - Kelly Thornton","year":2021,"lang":"en","type":"other","venue":"Bulletin of Miscellaneous Information (Royal Gardens Kew)","topic":"Educational Leadership and Practices","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Face (sociological concept); Expression (computer science); Performance art","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005839646,0.0002183979,0.0002938719,0.0000650082,0.0001810423,0.0001168296,0.0003710439,0.000465109,0.8005473],"category_scores_gemma":[0.0006006416,0.0002337579,0.0001448532,0.00001411721,0.0002552445,3.271691e-7,0.00004071727,0.0003040717,0.01072859],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006385395,"about_ca_system_score_gemma":0.0002086103,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.05249981,"about_ca_topic_score_gemma":0.04028593,"domain_scores_codex":[0.998142,0.0003061844,0.0004124809,0.0001891513,0.000640388,0.0003098107],"domain_scores_gemma":[0.9983674,0.0004196331,0.0005904225,0.0002662612,0.0002049735,0.0001513116],"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":[0.00001568448,0.00004381226,0.00001229891,0.0002392346,0.00004441542,0.000006627121,0.001704352,0.0000109934,6.869798e-8,0.0009398576,0.9955595,0.001423222],"study_design_scores_gemma":[0.0001169155,0.00002658977,0.0000114236,0.0002217615,0.00004190848,0.000008171465,0.003147154,5.654424e-7,0.000002206275,0.00004104344,0.9961289,0.0002534133],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000009261626,0.001541972,1.497341e-7,0.002976652,0.0007791055,0.0002611559,0.00004582578,0.0001104667,0.9942754],"genre_scores_gemma":[0.0003084606,0.001095027,0.001049511,0.000695976,0.0007569586,0.00001341703,0.0002053791,0.00006924756,0.995806],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7898187,"threshold_uncertainty_score":0.9900417,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01868098038324126,"score_gpt":0.2597318888527462,"score_spread":0.241050908469505,"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."}}