{"id":"W6981545595","doi":"","title":"Episode 385 with John Horn, Brandon Rewucki & Moe Khan","year":2022,"lang":"en","type":"other","venue":"Bulletin of Miscellaneous Information (Royal Gardens Kew)","topic":"Psychometric Methodologies and Testing","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Tournament; French horn; Football; 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":["metaresearch","metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.003534387,0.0004917004,0.0009716297,0.0005656974,0.0002145434,0.0002208592,0.001481736,0.0003742258,0.7714567],"category_scores_gemma":[0.01295867,0.0003697086,0.0002734758,0.0001348878,0.0002242457,5.710992e-7,0.0003734633,0.0006027971,0.01057139],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008714145,"about_ca_system_score_gemma":0.00006220638,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005345759,"about_ca_topic_score_gemma":0.00262199,"domain_scores_codex":[0.9945534,0.0006046184,0.00142906,0.0005797734,0.002308315,0.0005247942],"domain_scores_gemma":[0.9902085,0.005937242,0.002008088,0.001305023,0.0003320526,0.000209061],"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":[0.0001908931,0.00003934341,0.0001465809,0.00009037436,0.00006271516,0.00002065336,0.0001247924,0.0005043597,1.374021e-7,0.00002160071,0.9841744,0.01462411],"study_design_scores_gemma":[0.0008551461,0.0002444106,0.0001072543,0.0001065662,0.00004331038,0.000157853,0.0002543761,0.00001608088,0.000001565619,0.0001442318,0.9976161,0.0004531603],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0001651814,0.0006927093,0.00002791531,0.0002923383,0.0006476261,0.0005607178,0.0001862395,0.0002656037,0.9971617],"genre_scores_gemma":[0.0002907272,0.0002161691,0.01530741,0.0004209002,0.0001981455,0.00003316801,0.0001160419,0.00013864,0.9832788],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7608854,"threshold_uncertainty_score":0.9998755,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06184012000368862,"score_gpt":0.2901171934364049,"score_spread":0.2282770734327163,"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."}}