{"id":"W6990802137","doi":"","title":"Episode 217: CCBC Preview Spectacular","year":2023,"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":"Set (abstract data type); Field (mathematics); Football; Clearing","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":[0.0005238366,0.0006525381,0.0003323209,0.001072508,0.005751075,0.006540065,0.0009699913,0.002336614,0.6276763],"category_scores_gemma":[0.002899931,0.0003664353,0.0002929656,0.001257004,0.0004658028,0.002313028,0.003453417,0.002675075,0.3157638],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002555846,"about_ca_system_score_gemma":0.002303114,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07233502,"about_ca_topic_score_gemma":0.2206399,"domain_scores_codex":[0.9992058,0.0000597686,0.0000139419,0.00005033299,0.0004035391,0.0002666592],"domain_scores_gemma":[0.9985279,0.0001141991,0.00004508553,0.00009561479,0.0006234252,0.0005937545],"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":[0.00001134106,0.000005588651,0.00004312881,0.00001356968,2.880532e-7,0.00003096,0.0001066972,0.000004936104,0.00005316537,0.0004000991,0.9961298,0.003200425],"study_design_scores_gemma":[0.000002695154,0.00000336919,0.000330882,0.00001764205,3.497672e-7,0.00001774112,0.0002278002,0.000009405351,0.00004404109,0.00007372647,0.9992693,0.000003049021],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001010914,0.0002152728,0.0001710659,0.002813859,0.002455404,0.0001302176,0.004376514,0.0008849177,0.9879418],"genre_scores_gemma":[0.005138551,0.0001376126,0.0001020557,0.00145656,0.0005742051,0.00007501924,0.002274229,0.0008973997,0.9893443],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3723237,"threshold_uncertainty_score":0.5310745,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008902219637788334,"score_gpt":0.2057073480963241,"score_spread":0.1968051284585358,"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."}}