{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000464181,0.0002945898,0.0002499831,0.0005396332,0.008412095,0.003454599,0.0008200016,0.002975134,0.2771346],"category_scores_gemma":[0.002857533,0.0002691297,0.0001790701,0.0009833473,0.0007127061,0.001588468,0.003528485,0.002952954,0.0610268],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005593403,"about_ca_system_score_gemma":0.00672872,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.287713,"about_ca_topic_score_gemma":0.6098328,"domain_scores_codex":[0.999297,0.00005418429,0.00001427315,0.00005670271,0.0002441873,0.0003335427],"domain_scores_gemma":[0.9991697,0.00007693186,0.00002840971,0.00004148326,0.0003146902,0.0003687317],"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":[0.00002155258,0.00001171536,0.000378636,0.00003427722,7.320127e-7,0.0005998475,0.001795671,0.00001200584,0.0001213255,0.004258099,0.9847445,0.008021628],"study_design_scores_gemma":[0.000002427163,0.000004393247,0.0007843631,0.00004743901,5.513296e-7,0.0001623424,0.002749364,0.000008437282,0.00004437492,0.0003030582,0.9958902,0.000002944254],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.005455131,0.0007560464,0.0001449505,0.01958978,0.002066265,0.0001199009,0.001093198,0.0001264677,0.9706483],"genre_scores_gemma":[0.01542475,0.0003672425,0.00004621255,0.005953348,0.0001697198,0.0000389647,0.0003010489,0.00006710523,0.9776316],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7228655,"threshold_uncertainty_score":0.9271075,"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."}}